BibTeX records: Hanwang Zhang

download as .bib file

@article{DBLP:journals/tnn/DengFWHZC24,
  author       = {Xun Deng and
                  Fuli Feng and
                  Xiang Wang and
                  Xiangnan He and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  title        = {Learning to Double-Check Model Prediction From a Causal Perspective},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {35},
  number       = {4},
  pages        = {5054--5063},
  year         = {2024},
  url          = {https://doi.org/10.1109/TNNLS.2023.3264712},
  doi          = {10.1109/TNNLS.2023.3264712},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/DengFWHZC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Han0CMZ24,
  author       = {Yucheng Han and
                  Na Zhao and
                  Weiling Chen and
                  Keng Teck Ma and
                  Hanwang Zhang},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {Dual-Perspective Knowledge Enrichment for Semi-supervised 3D Object
                  Detection},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {2049--2057},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i3.27976},
  doi          = {10.1609/AAAI.V38I3.27976},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Han0CMZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DaiDZ024,
  author       = {Luanyuan Dai and
                  Xiaoyu Du and
                  Hanwang Zhang and
                  Jinhui Tang},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {MGNet: Learning Correspondences via Multiple Graphs},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {3945--3953},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i4.28187},
  doi          = {10.1609/AAAI.V38I4.28187},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/DaiDZ024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04984,
  author       = {Luanyuan Dai and
                  Xiaoyu Du and
                  Hanwang Zhang and
                  Jinhui Tang},
  title        = {MGNet: Learning Correspondences via Multiple Graphs},
  journal      = {CoRR},
  volume       = {abs/2401.04984},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.04984},
  doi          = {10.48550/ARXIV.2401.04984},
  eprinttype    = {arXiv},
  eprint       = {2401.04984},
  timestamp    = {Wed, 24 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-04984.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05011,
  author       = {Yucheng Han and
                  Na Zhao and
                  Weiling Chen and
                  Keng Teck Ma and
                  Hanwang Zhang},
  title        = {Dual-Perspective Knowledge Enrichment for Semi-Supervised 3D Object
                  Detection},
  journal      = {CoRR},
  volume       = {abs/2401.05011},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.05011},
  doi          = {10.48550/ARXIV.2401.05011},
  eprinttype    = {arXiv},
  eprint       = {2401.05011},
  timestamp    = {Wed, 24 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-05011.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-09050,
  author       = {Zike Wu and
                  Pan Zhou and
                  Xuanyu Yi and
                  Xiaoding Yuan and
                  Hanwang Zhang},
  title        = {Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation
                  with Deterministic Sampling Prior},
  journal      = {CoRR},
  volume       = {abs/2401.09050},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.09050},
  doi          = {10.48550/ARXIV.2401.09050},
  eprinttype    = {arXiv},
  eprint       = {2401.09050},
  timestamp    = {Thu, 01 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-09050.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11430,
  author       = {Zhongqi Yue and
                  Jiankun Wang and
                  Qianru Sun and
                  Lei Ji and
                  Eric I{-}Chao Chang and
                  Hanwang Zhang},
  title        = {Exploring Diffusion Time-steps for Unsupervised Representation Learning},
  journal      = {CoRR},
  volume       = {abs/2401.11430},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.11430},
  doi          = {10.48550/ARXIV.2401.11430},
  eprinttype    = {arXiv},
  eprint       = {2401.11430},
  timestamp    = {Fri, 08 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-11430.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18133,
  author       = {Jiequan Cui and
                  Beier Zhu and
                  Xin Wen and
                  Xiaojuan Qi and
                  Bei Yu and
                  Hanwang Zhang},
  title        = {Classes Are Not Equal: An Empirical Study on Image Recognition Fairness},
  journal      = {CoRR},
  volume       = {abs/2402.18133},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.18133},
  doi          = {10.48550/ARXIV.2402.18133},
  eprinttype    = {arXiv},
  eprint       = {2402.18133},
  timestamp    = {Tue, 26 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-18133.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02649,
  author       = {Zhongqi Yue and
                  Pan Zhou and
                  Richang Hong and
                  Hanwang Zhang and
                  Qianru Sun},
  title        = {Few-shot Learner Parameterization by Diffusion Time-steps},
  journal      = {CoRR},
  volume       = {abs/2403.02649},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.02649},
  doi          = {10.48550/ARXIV.2403.02649},
  eprinttype    = {arXiv},
  eprint       = {2403.02649},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-02649.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02981,
  author       = {Xue Song and
                  Jiequan Cui and
                  Hanwang Zhang and
                  Jingjing Chen and
                  Richang Hong and
                  Yu{-}Gang Jiang},
  title        = {Doubly Abductive Counterfactual Inference for Text-based Image Editing},
  journal      = {CoRR},
  volume       = {abs/2403.02981},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.02981},
  doi          = {10.48550/ARXIV.2403.02981},
  eprinttype    = {arXiv},
  eprint       = {2403.02981},
  timestamp    = {Wed, 03 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-02981.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04321,
  author       = {Leigang Qu and
                  Wenjie Wang and
                  Yongqi Li and
                  Hanwang Zhang and
                  Liqiang Nie and
                  Tat{-}Seng Chua},
  title        = {Discriminative Probing and Tuning for Text-to-Image Generation},
  journal      = {CoRR},
  volume       = {abs/2403.04321},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.04321},
  doi          = {10.48550/ARXIV.2403.04321},
  eprinttype    = {arXiv},
  eprint       = {2403.04321},
  timestamp    = {Wed, 03 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-04321.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06606,
  author       = {Fengda Zhang and
                  Qianpei He and
                  Kun Kuang and
                  Jiashuo Liu and
                  Long Chen and
                  Chao Wu and
                  Jun Xiao and
                  Hanwang Zhang},
  title        = {Distributionally Generative Augmentation for Fair Facial Attribute
                  Classification},
  journal      = {CoRR},
  volume       = {abs/2403.06606},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.06606},
  doi          = {10.48550/ARXIV.2403.06606},
  eprinttype    = {arXiv},
  eprint       = {2403.06606},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-06606.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11070,
  author       = {Yuan Zhou and
                  Richang Hong and
                  Yanrong Guo and
                  Lin Liu and
                  Shijie Hao and
                  Hanwang Zhang},
  title        = {Controllable Relation Disentanglement for Few-Shot Class-Incremental
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2403.11070},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.11070},
  doi          = {10.48550/ARXIV.2403.11070},
  eprinttype    = {arXiv},
  eprint       = {2403.11070},
  timestamp    = {Mon, 08 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-11070.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11868,
  author       = {Yuxuan Wang and
                  Xuanyu Yi and
                  Zike Wu and
                  Na Zhao and
                  Long Chen and
                  Hanwang Zhang},
  title        = {View-Consistent 3D Editing with Gaussian Splatting},
  journal      = {CoRR},
  volume       = {abs/2403.11868},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.11868},
  doi          = {10.48550/ARXIV.2403.11868},
  eprinttype    = {arXiv},
  eprint       = {2403.11868},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-11868.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18795,
  author       = {Qiuhong Shen and
                  Xuanyu Yi and
                  Zike Wu and
                  Pan Zhou and
                  Hanwang Zhang and
                  Shuicheng Yan and
                  Xinchao Wang},
  title        = {Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction},
  journal      = {CoRR},
  volume       = {abs/2403.18795},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.18795},
  doi          = {10.48550/ARXIV.2403.18795},
  eprinttype    = {arXiv},
  eprint       = {2403.18795},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-18795.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijautcomp/WenHZ23,
  author       = {Ji{-}Rong Wen and
                  Zi Huang and
                  Hanwang Zhang},
  title        = {Editorial for Special Issue on Large-scale Pre-training: Data, Models,
                  and Fine-tuning},
  journal      = {Mach. Intell. Res.},
  volume       = {20},
  number       = {2},
  pages        = {145--146},
  year         = {2023},
  url          = {https://doi.org/10.1007/s11633-023-1431-y},
  doi          = {10.1007/S11633-023-1431-Y},
  timestamp    = {Sat, 29 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijautcomp/WenHZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijautcomp/HuHZ23,
  author       = {Guyue Hu and
                  Bin He and
                  Hanwang Zhang},
  title        = {Compositional Prompting Video-language Models to Understand Procedure
                  in Instructional Videos},
  journal      = {Mach. Intell. Res.},
  volume       = {20},
  number       = {2},
  pages        = {249--262},
  year         = {2023},
  url          = {https://doi.org/10.1007/s11633-022-1409-1},
  doi          = {10.1007/S11633-022-1409-1},
  timestamp    = {Sat, 29 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijautcomp/HuHZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/YangZGC23,
  author       = {Xu Yang and
                  Hanwang Zhang and
                  Chongyang Gao and
                  Jianfei Cai},
  title        = {Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning},
  journal      = {Int. J. Comput. Vis.},
  volume       = {131},
  number       = {1},
  pages        = {82--100},
  year         = {2023},
  url          = {https://doi.org/10.1007/s11263-022-01692-8},
  doi          = {10.1007/S11263-022-01692-8},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcv/YangZGC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YangZC23,
  author       = {Xu Yang and
                  Hanwang Zhang and
                  Jianfei Cai},
  title        = {Deconfounded Image Captioning: {A} Causal Retrospect},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {45},
  number       = {11},
  pages        = {12996--13010},
  year         = {2023},
  url          = {https://doi.org/10.1109/TPAMI.2021.3121705},
  doi          = {10.1109/TPAMI.2021.3121705},
  timestamp    = {Sat, 14 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/YangZC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ChenZNZX23,
  author       = {Long Chen and
                  Yuhang Zheng and
                  Yulei Niu and
                  Hanwang Zhang and
                  Jun Xiao},
  title        = {Counterfactual Samples Synthesizing and Training for Robust Visual
                  Question Answering},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {45},
  number       = {11},
  pages        = {13218--13234},
  year         = {2023},
  url          = {https://doi.org/10.1109/TPAMI.2023.3290012},
  doi          = {10.1109/TPAMI.2023.3290012},
  timestamp    = {Sat, 14 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/ChenZNZX23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FengHZC23,
  author       = {Fuli Feng and
                  Xiangnan He and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  title        = {Cross-GCN: Enhancing Graph Convolutional Network with {\textdollar}k{\textdollar}k-Order
                  Feature Interactions},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {1},
  pages        = {225--236},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2021.3077524},
  doi          = {10.1109/TKDE.2021.3077524},
  timestamp    = {Sun, 12 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/FengHZC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/QinZHLS23,
  author       = {Wei Qin and
                  Hanwang Zhang and
                  Richang Hong and
                  Ee{-}Peng Lim and
                  Qianru Sun},
  title        = {Causal Interventional Training for Image Recognition},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {25},
  pages        = {1033--1044},
  year         = {2023},
  url          = {https://doi.org/10.1109/TMM.2021.3136717},
  doi          = {10.1109/TMM.2021.3136717},
  timestamp    = {Tue, 28 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmm/QinZHLS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/ZhangM0ZSZ023,
  author       = {Chenchi Zhang and
                  Wenbo Ma and
                  Jun Xiao and
                  Hanwang Zhang and
                  Jian Shao and
                  Yueting Zhuang and
                  Long Chen},
  title        = {{VL-NMS:} Breaking Proposal Bottlenecks in Two-stage Visual-language
                  Matching},
  journal      = {{ACM} Trans. Multim. Comput. Commun. Appl.},
  volume       = {19},
  number       = {5s},
  pages        = {166:1--166:24},
  year         = {2023},
  url          = {https://doi.org/10.1145/3579095},
  doi          = {10.1145/3579095},
  timestamp    = {Fri, 21 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tomccap/ZhangM0ZSZ023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuNLHZ23,
  author       = {Beier Zhu and
                  Yulei Niu and
                  Saeil Lee and
                  Minhoe Hur and
                  Hanwang Zhang},
  editor       = {Brian Williams and
                  Yiling Chen and
                  Jennifer Neville},
  title        = {Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization},
  booktitle    = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2023, Thirty-Fifth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
                  7-14, 2023},
  pages        = {3834--3842},
  publisher    = {{AAAI} Press},
  year         = {2023},
  url          = {https://doi.org/10.1609/aaai.v37i3.25496},
  doi          = {10.1609/AAAI.V37I3.25496},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhuNLHZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiWFZWC23,
  author       = {Moxin Li and
                  Wenjie Wang and
                  Fuli Feng and
                  Hanwang Zhang and
                  Qifan Wang and
                  Tat{-}Seng Chua},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Hypothetical Training for Robust Machine Reading Comprehension of
                  Tabular Context},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2023,
                  Toronto, Canada, July 9-14, 2023},
  pages        = {1220--1236},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-acl.79},
  doi          = {10.18653/V1/2023.FINDINGS-ACL.79},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/LiWFZWC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DengWFZ0L23,
  author       = {Xun Deng and
                  Wenjie Wang and
                  Fuli Feng and
                  Hanwang Zhang and
                  Xiangnan He and
                  Yong Liao},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Counterfactual Active Learning for Out-of-Distribution Generalization},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {11362--11377},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.636},
  doi          = {10.18653/V1/2023.ACL-LONG.636},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/DengWFZ0L23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/SatarZZL23,
  author       = {Burak Satar and
                  Hongyuan Zhu and
                  Hanwang Zhang and
                  Joo{-}Hwee Lim},
  title        = {Towards Debiasing Frame Length Bias in Text-Video Retrieval via Causal
                  Intervention},
  booktitle    = {34th British Machine Vision Conference 2023, {BMVC} 2023, Aberdeen,
                  UK, November 20-24, 2023},
  pages        = {650--658},
  publisher    = {{BMVA} Press},
  year         = {2023},
  url          = {http://proceedings.bmvc2023.org/650/},
  timestamp    = {Mon, 11 Mar 2024 15:42:29 +0100},
  biburl       = {https://dblp.org/rec/conf/bmvc/SatarZZL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangZZ0S23,
  author       = {Fengyun Wang and
                  Dong Zhang and
                  Hanwang Zhang and
                  Jinhui Tang and
                  Qianru Sun},
  title        = {Semantic Scene Completion with Cleaner Self},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
  pages        = {867--877},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CVPR52729.2023.00090},
  doi          = {10.1109/CVPR52729.2023.00090},
  timestamp    = {Mon, 28 Aug 2023 16:14:07 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/WangZZ0S23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangWDZ23,
  author       = {Muli Yang and
                  Liancheng Wang and
                  Cheng Deng and
                  Hanwang Zhang},
  title        = {Bootstrap Your Own Prior: Towards Distribution-Agnostic Novel Class
                  Discovery},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
  pages        = {3459--3468},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CVPR52729.2023.00337},
  doi          = {10.1109/CVPR52729.2023.00337},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/YangWDZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LvYSL0Z23,
  author       = {Hui Lv and
                  Zhongqi Yue and
                  Qianru Sun and
                  Bin Luo and
                  Zhen Cui and
                  Hanwang Zhang},
  title        = {Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly
                  Detection},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
  pages        = {8022--8031},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CVPR52729.2023.00775},
  doi          = {10.1109/CVPR52729.2023.00775},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/LvYSL0Z23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YangLXZYLYZHH23,
  author       = {Xu Yang and
                  Zhangzikang Li and
                  Haiyang Xu and
                  Hanwang Zhang and
                  Qinghao Ye and
                  Chenliang Li and
                  Ming Yan and
                  Yu Zhang and
                  Fei Huang and
                  Songfang Huang},
  title        = {Learning Trajectory-Word Alignments for Video-Language Tasks},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {2504--2514},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.00237},
  doi          = {10.1109/ICCV51070.2023.00237},
  timestamp    = {Tue, 30 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/YangLXZYLYZHH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/WangY0Z23,
  author       = {Yanghao Wang and
                  Zhongqi Yue and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  title        = {Random Boxes Are Open-world Object Detectors},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {6210--6220},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.00573},
  doi          = {10.1109/ICCV51070.2023.00573},
  timestamp    = {Mon, 22 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/WangY0Z23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/WangLLLYZ0W23,
  author       = {Tan Wang and
                  Kevin Lin and
                  Linjie Li and
                  Chung{-}Ching Lin and
                  Zhengyuan Yang and
                  Hanwang Zhang and
                  Zicheng Liu and
                  Lijuan Wang},
  title        = {Equivariant Similarity for Vision-Language Foundation Models},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {11964--11974},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01102},
  doi          = {10.1109/ICCV51070.2023.01102},
  timestamp    = {Mon, 22 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/WangLLLYZ0W23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YiDS0LZ23,
  author       = {Xuanyu Yi and
                  Jiajun Deng and
                  Qianru Sun and
                  Xian{-}Sheng Hua and
                  Joo{-}Hwee Lim and
                  Hanwang Zhang},
  title        = {Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud
                  Recognition},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {14417--14428},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01330},
  doi          = {10.1109/ICCV51070.2023.01330},
  timestamp    = {Mon, 22 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/YiDS0LZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhuNHWZ23,
  author       = {Beier Zhu and
                  Yulei Niu and
                  Yucheng Han and
                  Yue Wu and
                  Hanwang Zhang},
  title        = {Prompt-aligned Gradient for Prompt Tuning},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {15613--15623},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01435},
  doi          = {10.1109/ICCV51070.2023.01435},
  timestamp    = {Mon, 22 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/ZhuNHWZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiLZL23,
  author       = {Haoxin Li and
                  Yuan Liu and
                  Hanwang Zhang and
                  Boyang Li},
  title        = {Mitigating and Evaluating Static Bias of Action Representations in
                  the Background and the Foreground},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {19854--19866},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01823},
  doi          = {10.1109/ICCV51070.2023.01823},
  timestamp    = {Tue, 23 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/LiLZL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/MaYKSKPZ23,
  author       = {Jiali Ma and
                  Zhongqi Yue and
                  Tomoyuki Kagaya and
                  Tomoki Suzuki and
                  Jayashree Karlekar and
                  Sugiri Pranata and
                  Hanwang Zhang},
  title        = {Invariant Feature Regularization for Fair Face Recognition},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {20804--20813},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01907},
  doi          = {10.1109/ICCV51070.2023.01907},
  timestamp    = {Tue, 23 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/MaYKSKPZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ZhangZZGZM23,
  author       = {Runtong Zhang and
                  Hongyuan Zhu and
                  Hanwang Zhang and
                  Chen Gong and
                  Joey Tianyi Zhou and
                  Fanman Meng},
  title        = {Semi-Supervised Few-Shot Segmentation with Noisy Support Images},
  booktitle    = {{IEEE} International Conference on Image Processing, {ICIP} 2023,
                  Kuala Lumpur, Malaysia, October 8-11, 2023},
  pages        = {1550--1554},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICIP49359.2023.10222652},
  doi          = {10.1109/ICIP49359.2023.10222652},
  timestamp    = {Tue, 21 Nov 2023 12:38:06 +0100},
  biburl       = {https://dblp.org/rec/conf/icip/ZhangZZGZM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Gao0Z0S23,
  author       = {Kaifeng Gao and
                  Long Chen and
                  Hanwang Zhang and
                  Jun Xiao and
                  Qianru Sun},
  title        = {Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video
                  Relation Detection},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=mE91GkXYipg},
  timestamp    = {Fri, 30 Jun 2023 14:38:38 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/Gao0Z0S23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0003LLX0Z23,
  author       = {Dongsheng Wang and
                  Miaoge Li and
                  Xinyang Liu and
                  Mingsheng Xu and
                  Bo Chen and
                  Hanwang Zhang},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Tuning Multi-mode Token-level Prompt Alignment across Modalities},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/a547d86953a4e36aa8a1390e6f4708e2-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/0003LLX0Z23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Wu0ZC23,
  author       = {Shengqiong Wu and
                  Hao Fei and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene
                  Graph Hallucination Diffusion},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/fa64505ebdc94531087bc81251ce2376-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/Wu0ZC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YueSZ23,
  author       = {Zhongqi Yue and
                  Qianru Sun and
                  Hanwang Zhang},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Make the {U} in {UDA} Matter: Invariant Consistency Learning for Unsupervised
                  Domain Adaptation},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/5555cc3fb226ed067fa946e35355f938-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YueSZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuTSZ23,
  author       = {Beier Zhu and
                  Kaihua Tang and
                  Qianru Sun and
                  Hanwang Zhang},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Generalized Logit Adjustment: Calibrating Fine-tuned Models by Removing
                  Label Bias in Foundation Models},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/cbe1fd3136e0f049bb8bc104231ccb99-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ZhuTSZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01953,
  author       = {Xu Yang and
                  Zhangzikang Li and
                  Haiyang Xu and
                  Hanwang Zhang and
                  Qinghao Ye and
                  Chenliang Li and
                  Ming Yan and
                  Yu Zhang and
                  Fei Huang and
                  Songfang Huang},
  title        = {Learning Trajectory-Word Alignments for Video-Language Tasks},
  journal      = {CoRR},
  volume       = {abs/2301.01953},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.01953},
  doi          = {10.48550/ARXIV.2301.01953},
  eprinttype    = {arXiv},
  eprint       = {2301.01953},
  timestamp    = {Tue, 30 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-01953.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01955,
  author       = {Zihua Wang and
                  Xu Yang and
                  Haiyang Xu and
                  Hanwang Zhang and
                  Chenliang Li and
                  Songfang Huang and
                  Fei Huang and
                  Yu Zhang},
  title        = {Adaptively Clustering Neighbor Elements for Image Captioning},
  journal      = {CoRR},
  volume       = {abs/2301.01955},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.01955},
  doi          = {10.48550/ARXIV.2301.01955},
  eprinttype    = {arXiv},
  eprint       = {2301.01955},
  timestamp    = {Tue, 30 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-01955.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12429,
  author       = {Beier Zhu and
                  Yulei Niu and
                  Saeil Lee and
                  Minhoe Hur and
                  Hanwang Zhang},
  title        = {Debiased Fine-Tuning for Vision-language Models by Prompt Regularization},
  journal      = {CoRR},
  volume       = {abs/2301.12429},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.12429},
  doi          = {10.48550/ARXIV.2301.12429},
  eprinttype    = {arXiv},
  eprint       = {2301.12429},
  timestamp    = {Wed, 01 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-12429.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00268,
  author       = {Kaifeng Gao and
                  Long Chen and
                  Hanwang Zhang and
                  Jun Xiao and
                  Qianru Sun},
  title        = {Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video
                  Relation Detection},
  journal      = {CoRR},
  volume       = {abs/2302.00268},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.00268},
  doi          = {10.48550/ARXIV.2302.00268},
  eprinttype    = {arXiv},
  eprint       = {2302.00268},
  timestamp    = {Mon, 03 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-00268.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-09977,
  author       = {Fengyun Wang and
                  Dong Zhang and
                  Hanwang Zhang and
                  Jinhui Tang and
                  Qianru Sun},
  title        = {Semantic Scene Completion with Cleaner Self},
  journal      = {CoRR},
  volume       = {abs/2303.09977},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.09977},
  doi          = {10.48550/ARXIV.2303.09977},
  eprinttype    = {arXiv},
  eprint       = {2303.09977},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-09977.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12369,
  author       = {Hui Lv and
                  Zhongqi Yue and
                  Qianru Sun and
                  Bin Luo and
                  Zhen Cui and
                  Hanwang Zhang},
  title        = {Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly
                  Detection},
  journal      = {CoRR},
  volume       = {abs/2303.12369},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.12369},
  doi          = {10.48550/ARXIV.2303.12369},
  eprinttype    = {arXiv},
  eprint       = {2303.12369},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-12369.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14465,
  author       = {Tan Wang and
                  Kevin Lin and
                  Linjie Li and
                  Chung{-}Ching Lin and
                  Zhengyuan Yang and
                  Hanwang Zhang and
                  Zicheng Liu and
                  Lijuan Wang},
  title        = {Equivariant Similarity for Vision-Language Foundation Models},
  journal      = {CoRR},
  volume       = {abs/2303.14465},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.14465},
  doi          = {10.48550/ARXIV.2303.14465},
  eprinttype    = {arXiv},
  eprint       = {2303.14465},
  timestamp    = {Fri, 14 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-14465.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13948,
  author       = {Jiequan Cui and
                  Zhuotao Tian and
                  Zhisheng Zhong and
                  Xiaojuan Qi and
                  Bei Yu and
                  Hanwang Zhang},
  title        = {Decoupled Kullback-Leibler Divergence Loss},
  journal      = {CoRR},
  volume       = {abs/2305.13948},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.13948},
  doi          = {10.48550/ARXIV.2305.13948},
  eprinttype    = {arXiv},
  eprint       = {2305.13948},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-13948.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04345,
  author       = {Burak Satar and
                  Hongyuan Zhu and
                  Hanwang Zhang and
                  Joo Hwee Lim},
  title        = {An Overview of Challenges in Egocentric Text-Video Retrieval},
  journal      = {CoRR},
  volume       = {abs/2306.04345},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.04345},
  doi          = {10.48550/ARXIV.2306.04345},
  eprinttype    = {arXiv},
  eprint       = {2306.04345},
  timestamp    = {Tue, 13 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-04345.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06991,
  author       = {Zike Wu and
                  Pan Zhou and
                  Kenji Kawaguchi and
                  Hanwang Zhang},
  title        = {Fast Diffusion Model},
  journal      = {CoRR},
  volume       = {abs/2306.06991},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.06991},
  doi          = {10.48550/ARXIV.2306.06991},
  eprinttype    = {arXiv},
  eprint       = {2306.06991},
  timestamp    = {Fri, 16 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-06991.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00040,
  author       = {Tan Wang and
                  Linjie Li and
                  Kevin Lin and
                  Chung{-}Ching Lin and
                  Zhengyuan Yang and
                  Hanwang Zhang and
                  Zicheng Liu and
                  Lijuan Wang},
  title        = {DisCo: Disentangled Control for Referring Human Dance Generation in
                  Real World},
  journal      = {CoRR},
  volume       = {abs/2307.00040},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.00040},
  doi          = {10.48550/ARXIV.2307.00040},
  eprinttype    = {arXiv},
  eprint       = {2307.00040},
  timestamp    = {Mon, 10 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-00040.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08249,
  author       = {Yanghao Wang and
                  Zhongqi Yue and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  title        = {Random Boxes Are Open-world Object Detectors},
  journal      = {CoRR},
  volume       = {abs/2307.08249},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.08249},
  doi          = {10.48550/ARXIV.2307.08249},
  eprinttype    = {arXiv},
  eprint       = {2307.08249},
  timestamp    = {Tue, 25 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-08249.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-04152,
  author       = {Juncheng Li and
                  Kaihang Pan and
                  Zhiqi Ge and
                  Minghe Gao and
                  Hanwang Zhang and
                  Wei Ji and
                  Wenqiao Zhang and
                  Tat{-}Seng Chua and
                  Siliang Tang and
                  Yueting Zhuang},
  title        = {Empowering Vision-Language Models to Follow Interleaved Vision-Language
                  Instructions},
  journal      = {CoRR},
  volume       = {abs/2308.04152},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.04152},
  doi          = {10.48550/ARXIV.2308.04152},
  eprinttype    = {arXiv},
  eprint       = {2308.04152},
  timestamp    = {Tue, 22 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-04152.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-09694,
  author       = {Xuanyu Yi and
                  Jiajun Deng and
                  Qianru Sun and
                  Xian{-}Sheng Hua and
                  Joo{-}Hwee Lim and
                  Hanwang Zhang},
  title        = {Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud
                  Recognition},
  journal      = {CoRR},
  volume       = {abs/2308.09694},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.09694},
  doi          = {10.48550/ARXIV.2308.09694},
  eprinttype    = {arXiv},
  eprint       = {2308.09694},
  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-09694.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-13812,
  author       = {Hao Fei and
                  Shengqiong Wu and
                  Wei Ji and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  title        = {Empowering Dynamics-aware Text-to-Video Diffusion with Large Language
                  Models},
  journal      = {CoRR},
  volume       = {abs/2308.13812},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.13812},
  doi          = {10.48550/ARXIV.2308.13812},
  eprinttype    = {arXiv},
  eprint       = {2308.13812},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-13812.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-09311,
  author       = {Burak Satar and
                  Hongyuan Zhu and
                  Hanwang Zhang and
                  Joo Hwee Lim},
  title        = {Towards Debiasing Frame Length Bias in Text-Video Retrieval via Causal
                  Intervention},
  journal      = {CoRR},
  volume       = {abs/2309.09311},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.09311},
  doi          = {10.48550/ARXIV.2309.09311},
  eprinttype    = {arXiv},
  eprint       = {2309.09311},
  timestamp    = {Fri, 22 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-09311.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12742,
  author       = {Zhongqi Yue and
                  Hanwang Zhang and
                  Qianru Sun},
  title        = {Make the {U} in {UDA} Matter: Invariant Consistency Learning for Unsupervised
                  Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2309.12742},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.12742},
  doi          = {10.48550/ARXIV.2309.12742},
  eprinttype    = {arXiv},
  eprint       = {2309.12742},
  timestamp    = {Wed, 27 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-12742.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13847,
  author       = {Dongsheng Wang and
                  Miaoge Li and
                  Xinyang Liu and
                  Mingsheng Xu and
                  Bo Chen and
                  Hanwang Zhang},
  title        = {Tuning Multi-mode Token-level Prompt Alignment across Modalities},
  journal      = {CoRR},
  volume       = {abs/2309.13847},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.13847},
  doi          = {10.48550/ARXIV.2309.13847},
  eprinttype    = {arXiv},
  eprint       = {2309.13847},
  timestamp    = {Mon, 29 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-13847.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08106,
  author       = {Beier Zhu and
                  Kaihua Tang and
                  Qianru Sun and
                  Hanwang Zhang},
  title        = {Generalized Logit Adjustment: Calibrating Fine-tuned Models by Removing
                  Label Bias in Foundation Models},
  journal      = {CoRR},
  volume       = {abs/2310.08106},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.08106},
  doi          = {10.48550/ARXIV.2310.08106},
  eprinttype    = {arXiv},
  eprint       = {2310.08106},
  timestamp    = {Tue, 24 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-08106.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14652,
  author       = {Jiali Ma and
                  Zhongqi Yue and
                  Tomoyuki Kagaya and
                  Tomoki Suzuki and
                  Jayashree Karlekar and
                  Sugiri Pranata and
                  Hanwang Zhang},
  title        = {Invariant Feature Regularization for Fair Face Recognition},
  journal      = {CoRR},
  volume       = {abs/2310.14652},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.14652},
  doi          = {10.48550/ARXIV.2310.14652},
  eprinttype    = {arXiv},
  eprint       = {2310.14652},
  timestamp    = {Mon, 30 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-14652.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-16483,
  author       = {Yucheng Han and
                  Chi Zhang and
                  Xin Chen and
                  Xu Yang and
                  Zhibin Wang and
                  Gang Yu and
                  Bin Fu and
                  Hanwang Zhang},
  title        = {ChartLlama: {A} Multimodal {LLM} for Chart Understanding and Generation},
  journal      = {CoRR},
  volume       = {abs/2311.16483},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.16483},
  doi          = {10.48550/ARXIV.2311.16483},
  eprinttype    = {arXiv},
  eprint       = {2311.16483},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-16483.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10104,
  author       = {Yingzhe Peng and
                  Xu Yang and
                  Haoxuan Ma and
                  Shuo Xu and
                  Chi Zhang and
                  Yucheng Han and
                  Hanwang Zhang},
  title        = {{ICD-LM:} Configuring Vision-Language In-Context Demonstrations by
                  Language Modeling},
  journal      = {CoRR},
  volume       = {abs/2312.10104},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.10104},
  doi          = {10.48550/ARXIV.2312.10104},
  eprinttype    = {arXiv},
  eprint       = {2312.10104},
  timestamp    = {Mon, 15 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-10104.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/ShiCCDZ22,
  author       = {Zenan Shi and
                  Chaoqun Chang and
                  Haipeng Chen and
                  Xiaoyu Du and
                  Hanwang Zhang},
  title        = {{PR-NET:} Progressively-refined neural network for image manipulation
                  localization},
  journal      = {Int. J. Intell. Syst.},
  volume       = {37},
  number       = {5},
  pages        = {3166--3188},
  year         = {2022},
  url          = {https://doi.org/10.1002/int.22822},
  doi          = {10.1002/INT.22822},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijis/ShiCCDZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HongLMHZ22,
  author       = {Richang Hong and
                  Daqing Liu and
                  Xiaoyu Mo and
                  Xiangnan He and
                  Hanwang Zhang},
  title        = {Learning to Compose and Reason with Language Tree Structures for Visual
                  Grounding},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {44},
  number       = {2},
  pages        = {684--696},
  year         = {2022},
  url          = {https://doi.org/10.1109/TPAMI.2019.2911066},
  doi          = {10.1109/TPAMI.2019.2911066},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/HongLMHZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhaLZZW22,
  author       = {Zheng{-}Jun Zha and
                  Daqing Liu and
                  Hanwang Zhang and
                  Yongdong Zhang and
                  Feng Wu},
  title        = {Context-Aware Visual Policy Network for Fine-Grained Image Captioning},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {44},
  number       = {2},
  pages        = {710--722},
  year         = {2022},
  url          = {https://doi.org/10.1109/TPAMI.2019.2909864},
  doi          = {10.1109/TPAMI.2019.2909864},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/ZhaLZZW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YangZC22,
  author       = {Xu Yang and
                  Hanwang Zhang and
                  Jianfei Cai},
  title        = {Auto-Encoding and Distilling Scene Graphs for Image Captioning},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {44},
  number       = {5},
  pages        = {2313--2327},
  year         = {2022},
  url          = {https://doi.org/10.1109/TPAMI.2020.3042192},
  doi          = {10.1109/TPAMI.2020.3042192},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/YangZC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/WanGZCCT22,
  author       = {Shaohua Wan and
                  Zan Gao and
                  Hanwang Zhang and
                  Xiaojun Chang and
                  Chen Chen and
                  Anastasios Tefas},
  title        = {Editorial paper for Pattern Recognition Letters {VSI} on cross model
                  understanding for visual question answering},
  journal      = {Pattern Recognit. Lett.},
  volume       = {160},
  pages        = {9--10},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.patrec.2022.06.001},
  doi          = {10.1016/J.PATREC.2022.06.001},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/prl/WanGZCCT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/MeiCKLSZ22,
  author       = {Tao Mei and
                  Jason J. Corso and
                  Gunhee Kim and
                  Jiebo Luo and
                  Chunhua Shen and
                  Hanwang Zhang},
  title        = {Guest Editorial Introduction to the Special Section on Video and Language},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {32},
  number       = {1},
  pages        = {1--4},
  year         = {2022},
  url          = {https://doi.org/10.1109/TCSVT.2021.3137430},
  doi          = {10.1109/TCSVT.2021.3137430},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcsv/MeiCKLSZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/YuanZHZXLW22,
  author       = {Jin Yuan and
                  Shuai Zhu and
                  Shuyin Huang and
                  Hanwang Zhang and
                  Yaoqiang Xiao and
                  Zhiyong Li and
                  Meng Wang},
  title        = {Discriminative Style Learning for Cross-Domain Image Captioning},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {31},
  pages        = {1723--1736},
  year         = {2022},
  url          = {https://doi.org/10.1109/TIP.2022.3145158},
  doi          = {10.1109/TIP.2022.3145158},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/YuanZHZXLW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/TajrobehkarTZL22,
  author       = {Mitra Tajrobehkar and
                  Kaihua Tang and
                  Hanwang Zhang and
                  Joo{-}Hwee Lim},
  title        = {Align {R-CNN:} {A} Pairwise Head Network for Visual Relationship Detection},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {24},
  pages        = {1266--1276},
  year         = {2022},
  url          = {https://doi.org/10.1109/TMM.2021.3062543},
  doi          = {10.1109/TMM.2021.3062543},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmm/TajrobehkarTZL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuangQQSZ22,
  author       = {Jianqiang Huang and
                  Yu Qin and
                  Jiaxin Qi and
                  Qianru Sun and
                  Hanwang Zhang},
  title        = {Deconfounded Visual Grounding},
  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
                  - March 1, 2022},
  pages        = {998--1006},
  publisher    = {{AAAI} Press},
  year         = {2022},
  url          = {https://doi.org/10.1609/aaai.v36i1.19983},
  doi          = {10.1609/AAAI.V36I1.19983},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/HuangQQSZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuN0Z22,
  author       = {Beier Zhu and
                  Yulei Niu and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  title        = {Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed
                  Classification},
  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
                  - March 1, 2022},
  pages        = {3589--3597},
  publisher    = {{AAAI} Press},
  year         = {2022},
  url          = {https://doi.org/10.1609/aaai.v36i3.20271},
  doi          = {10.1609/AAAI.V36I3.20271},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhuN0Z22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiFZ0ZC22,
  author       = {Moxin Li and
                  Fuli Feng and
                  Hanwang Zhang and
                  Xiangnan He and
                  Fengbin Zhu and
                  Tat{-}Seng Chua},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {Learning to Imagine: Integrating Counterfactual Thinking in Neural
                  Discrete Reasoning},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {57--69},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-long.5},
  doi          = {10.18653/V1/2022.ACL-LONG.5},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/LiFZ0ZC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CaoSPNX0LHZ22,
  author       = {Shulin Cao and
                  Jiaxin Shi and
                  Liangming Pan and
                  Lunyiu Nie and
                  Yutong Xiang and
                  Lei Hou and
                  Juanzi Li and
                  Bin He and
                  Hanwang Zhang},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {{KQA} Pro: {A} Dataset with Explicit Compositional Programs for Complex
                  Question Answering over Knowledge Base},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {6101--6119},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-long.422},
  doi          = {10.18653/V1/2022.ACL-LONG.422},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/CaoSPNX0LHZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChenWW0ZS22,
  author       = {Zhaozheng Chen and
                  Tan Wang and
                  Xiongwei Wu and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang and
                  Qianru Sun},
  title        = {Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
  pages        = {959--968},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CVPR52688.2022.00104},
  doi          = {10.1109/CVPR52688.2022.00104},
  timestamp    = {Tue, 04 Oct 2022 15:11:56 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/ChenWW0ZS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/QiTSHZ22,
  author       = {Jiaxin Qi and
                  Kaihua Tang and
                  Qianru Sun and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  editor       = {Shai Avidan and
                  Gabriel J. Brostow and
                  Moustapha Ciss{\'{e}} and
                  Giovanni Maria Farinella and
                  Tal Hassner},
  title        = {Class Is Invariant to Context and Vice Versa: On Learning Invariance
                  for Out-Of-Distribution Generalization},
  booktitle    = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
                  Israel, October 23-27, 2022, Proceedings, Part {XXV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13685},
  pages        = {92--109},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-19806-9\_6},
  doi          = {10.1007/978-3-031-19806-9\_6},
  timestamp    = {Fri, 21 Oct 2022 19:54:56 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/QiTSHZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/WadSPKZ22,
  author       = {Tan Wang and
                  Qianru Sun and
                  Sugiri Pranata and
                  Jayashree Karlekar and
                  Hanwang Zhang},
  editor       = {Shai Avidan and
                  Gabriel J. Brostow and
                  Moustapha Ciss{\'{e}} and
                  Giovanni Maria Farinella and
                  Tal Hassner},
  title        = {Equivariance and Invariance Inductive Bias for Learning from Insufficient
                  Data},
  booktitle    = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
                  Israel, October 23-27, 2022, Proceedings, Part {XI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13671},
  pages        = {241--258},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-20083-0\_15},
  doi          = {10.1007/978-3-031-20083-0\_15},
  timestamp    = {Wed, 25 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/WadSPKZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZhangHWQYWPXSNZC22,
  author       = {Xingxuan Zhang and
                  Yue He and
                  Tan Wang and
                  Jiaxin Qi and
                  Han Yu and
                  Zimu Wang and
                  Jie Peng and
                  Renzhe Xu and
                  Zheyan Shen and
                  Yulei Niu and
                  Hanwang Zhang and
                  Peng Cui},
  editor       = {Leonid Karlinsky and
                  Tomer Michaeli and
                  Ko Nishino},
  title        = {{NICO} Challenge: Out-of-Distribution Generalization for Image Recognition
                  Challenges},
  booktitle    = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October
                  23-27, 2022, Proceedings, Part {VI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13806},
  pages        = {433--450},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-25075-0\_29},
  doi          = {10.1007/978-3-031-25075-0\_29},
  timestamp    = {Fri, 09 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/ZhangHWQYWPXSNZC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/TangTQLZ22,
  author       = {Kaihua Tang and
                  Mingyuan Tao and
                  Jiaxin Qi and
                  Zhenguang Liu and
                  Hanwang Zhang},
  editor       = {Shai Avidan and
                  Gabriel J. Brostow and
                  Moustapha Ciss{\'{e}} and
                  Giovanni Maria Farinella and
                  Tal Hassner},
  title        = {Invariant Feature Learning for Generalized Long-Tailed Classification},
  booktitle    = {Computer Vision - {ECCV} 2022: 17th European Conference, Tel Aviv,
                  Israel, October 23-27, 2022, Proceedings, Part {XXIV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13684},
  pages        = {709--726},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-20053-3\_41},
  doi          = {10.1007/978-3-031-20053-3\_41},
  timestamp    = {Fri, 09 Dec 2022 16:21:52 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/TangTQLZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/YiT0LZ22,
  author       = {Xuanyu Yi and
                  Kaihua Tang and
                  Xian{-}Sheng Hua and
                  Joo{-}Hwee Lim and
                  Hanwang Zhang},
  editor       = {Shai Avidan and
                  Gabriel J. Brostow and
                  Moustapha Ciss{\'{e}} and
                  Giovanni Maria Farinella and
                  Tal Hassner},
  title        = {Identifying Hard Noise in Long-Tailed Sample Distribution},
  booktitle    = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
                  Israel, October 23-27, 2022, Proceedings, Part {XXVI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13686},
  pages        = {739--756},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-19809-0\_42},
  doi          = {10.1007/978-3-031-19809-0\_42},
  timestamp    = {Thu, 03 Nov 2022 14:02:39 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/YiT0LZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuNM0Z22,
  author       = {Xinting Hu and
                  Yulei Niu and
                  Chunyan Miao and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  title        = {On Non-Random Missing Labels in Semi-Supervised Learning},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=6yVvwR9H9Oj},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/HuNM0Z22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoMDLDZ22,
  author       = {Haiteng Zhao and
                  Chang Ma and
                  Xinshuai Dong and
                  Anh Tuan Luu and
                  Zhi{-}Hong Deng and
                  Hanwang Zhang},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Certified Robustness Against Natural Language Attacks by Causal Intervention},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {26958--26970},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/zhao22g.html},
  timestamp    = {Tue, 12 Jul 2022 17:36:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ZhaoMDLDZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Niu0ZZ22,
  author       = {Yulei Niu and
                  Long Chen and
                  Chang Zhou and
                  Hanwang Zhang},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Respecting Transfer Gap in Knowledge Distillation},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/89b0e466b46292ce0bfe53618aadd3de-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/Niu0ZZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00962,
  author       = {Zhaozheng Chen and
                  Tan Wang and
                  Xiongwei Wu and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang and
                  Qianru Sun},
  title        = {Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation},
  journal      = {CoRR},
  volume       = {abs/2203.00962},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.00962},
  doi          = {10.48550/ARXIV.2203.00962},
  eprinttype    = {arXiv},
  eprint       = {2203.00962},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-00962.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12331,
  author       = {Haiteng Zhao and
                  Chang Ma and
                  Xinshuai Dong and
                  Anh Tuan Luu and
                  Zhi{-}Hong Deng and
                  Hanwang Zhang},
  title        = {Certified Robustness Against Natural Language Attacks by Causal Intervention},
  journal      = {CoRR},
  volume       = {abs/2205.12331},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.12331},
  doi          = {10.48550/ARXIV.2205.12331},
  eprinttype    = {arXiv},
  eprint       = {2205.12331},
  timestamp    = {Mon, 30 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-12331.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14865,
  author       = {Beier Zhu and
                  Yulei Niu and
                  Yucheng Han and
                  Yue Wu and
                  Hanwang Zhang},
  title        = {Prompt-aligned Gradient for Prompt Tuning},
  journal      = {CoRR},
  volume       = {abs/2205.14865},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.14865},
  doi          = {10.48550/ARXIV.2205.14865},
  eprinttype    = {arXiv},
  eprint       = {2205.14865},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-14865.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12845,
  author       = {Burak Satar and
                  Hongyuan Zhu and
                  Hanwang Zhang and
                  Joo Hwee Lim},
  title        = {RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval},
  journal      = {CoRR},
  volume       = {abs/2206.12845},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.12845},
  doi          = {10.48550/ARXIV.2206.12845},
  eprinttype    = {arXiv},
  eprint       = {2206.12845},
  timestamp    = {Mon, 04 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-12845.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14381,
  author       = {Burak Satar and
                  Hongyuan Zhu and
                  Hanwang Zhang and
                  Joo Hwee Lim},
  title        = {Exploiting Semantic Role Contextualized Video Features for Multi-Instance
                  Text-Video Retrieval {EPIC-KITCHENS-100} Multi-Instance Retrieval
                  Challenge 2022},
  journal      = {CoRR},
  volume       = {abs/2206.14381},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.14381},
  doi          = {10.48550/ARXIV.2206.14381},
  eprinttype    = {arXiv},
  eprint       = {2206.14381},
  timestamp    = {Mon, 04 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-14381.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14923,
  author       = {Xinting Hu and
                  Yulei Niu and
                  Chunyan Miao and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  title        = {On Non-Random Missing Labels in Semi-Supervised Learning},
  journal      = {CoRR},
  volume       = {abs/2206.14923},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.14923},
  doi          = {10.48550/ARXIV.2206.14923},
  eprinttype    = {arXiv},
  eprint       = {2206.14923},
  timestamp    = {Mon, 04 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-14923.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09504,
  author       = {Kaihua Tang and
                  Mingyuan Tao and
                  Jiaxin Qi and
                  Zhenguang Liu and
                  Hanwang Zhang},
  title        = {Invariant Feature Learning for Generalized Long-Tailed Classification},
  journal      = {CoRR},
  volume       = {abs/2207.09504},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.09504},
  doi          = {10.48550/ARXIV.2207.09504},
  eprinttype    = {arXiv},
  eprint       = {2207.09504},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-09504.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12258,
  author       = {Tan Wang and
                  Qianru Sun and
                  Sugiri Pranata and
                  Jayashree Karlekar and
                  Hanwang Zhang},
  title        = {Equivariance and Invariance Inductive Bias for Learning from Insufficient
                  Data},
  journal      = {CoRR},
  volume       = {abs/2207.12258},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.12258},
  doi          = {10.48550/ARXIV.2207.12258},
  eprinttype    = {arXiv},
  eprint       = {2207.12258},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-12258.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-13316,
  author       = {Lin Li and
                  Long Chen and
                  Hanrong Shi and
                  Hanwang Zhang and
                  Yi Yang and
                  Wei Liu and
                  Jun Xiao},
  title        = {{NICEST:} Noisy Label Correction and Training for Robust Scene Graph
                  Generation},
  journal      = {CoRR},
  volume       = {abs/2207.13316},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.13316},
  doi          = {10.48550/ARXIV.2207.13316},
  eprinttype    = {arXiv},
  eprint       = {2207.13316},
  timestamp    = {Mon, 14 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-13316.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-13378,
  author       = {Xuanyu Yi and
                  Kaihua Tang and
                  Xian{-}Sheng Hua and
                  Joo{-}Hwee Lim and
                  Hanwang Zhang},
  title        = {Identifying Hard Noise in Long-Tailed Sample Distribution},
  journal      = {CoRR},
  volume       = {abs/2207.13378},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.13378},
  doi          = {10.48550/ARXIV.2207.13378},
  eprinttype    = {arXiv},
  eprint       = {2207.13378},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-13378.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03462,
  author       = {Jiaxin Qi and
                  Kaihua Tang and
                  Qianru Sun and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  title        = {Class Is Invariant to Context and Vice Versa: On Learning Invariance
                  for Out-Of-Distribution Generalization},
  journal      = {CoRR},
  volume       = {abs/2208.03462},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.03462},
  doi          = {10.48550/ARXIV.2208.03462},
  eprinttype    = {arXiv},
  eprint       = {2208.03462},
  timestamp    = {Wed, 10 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-03462.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01338,
  author       = {Xu Yang and
                  Hanwang Zhang and
                  Chongyang Gao and
                  Jianfei Cai},
  title        = {Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning},
  journal      = {CoRR},
  volume       = {abs/2210.01338},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.01338},
  doi          = {10.48550/ARXIV.2210.01338},
  eprinttype    = {arXiv},
  eprint       = {2210.01338},
  timestamp    = {Fri, 07 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-01338.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12787,
  author       = {Yulei Niu and
                  Long Chen and
                  Chang Zhou and
                  Hanwang Zhang},
  title        = {Respecting Transfer Gap in Knowledge Distillation},
  journal      = {CoRR},
  volume       = {abs/2210.12787},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.12787},
  doi          = {10.48550/ARXIV.2210.12787},
  eprinttype    = {arXiv},
  eprint       = {2210.12787},
  timestamp    = {Fri, 28 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-12787.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10931,
  author       = {Jianqiang Huang and
                  Jian Wang and
                  Qianru Sun and
                  Hanwang Zhang},
  title        = {Attention-based Class Activation Diffusion for Weakly-Supervised Semantic
                  Segmentation},
  journal      = {CoRR},
  volume       = {abs/2211.10931},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.10931},
  doi          = {10.48550/ARXIV.2211.10931},
  eprinttype    = {arXiv},
  eprint       = {2211.10931},
  timestamp    = {Thu, 24 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-10931.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12883,
  author       = {Haoxin Li and
                  Yue Wu and
                  Yuan Liu and
                  Hanwang Zhang and
                  Boyang Li},
  title        = {Evaluating and Mitigating Static Bias of Action Representations in
                  the Background and the Foreground},
  journal      = {CoRR},
  volume       = {abs/2211.12883},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.12883},
  doi          = {10.48550/ARXIV.2211.12883},
  eprinttype    = {arXiv},
  eprint       = {2211.12883},
  timestamp    = {Tue, 29 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-12883.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/NiuZLC21,
  author       = {Yulei Niu and
                  Hanwang Zhang and
                  Zhiwu Lu and
                  Shih{-}Fu Chang},
  title        = {Variational Context: Exploiting Visual and Textual Context for Grounding
                  Referring Expressions},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {43},
  number       = {1},
  pages        = {347--359},
  year         = {2021},
  url          = {https://doi.org/10.1109/TPAMI.2019.2926266},
  doi          = {10.1109/TPAMI.2019.2926266},
  timestamp    = {Tue, 14 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/NiuZLC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/ZhongCSZHH21,
  author       = {Huasong Zhong and
                  Jingyuan Chen and
                  Chen Shen and
                  Hanwang Zhang and
                  Jianqiang Huang and
                  Xian{-}Sheng Hua},
  title        = {Self-Adaptive Neural Module Transformer for Visual Question Answering},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {23},
  pages        = {1264--1273},
  year         = {2021},
  url          = {https://doi.org/10.1109/TMM.2020.2995278},
  doi          = {10.1109/TMM.2020.2995278},
  timestamp    = {Mon, 19 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tmm/ZhongCSZHH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/0001GZC21,
  author       = {Shaohua Wan and
                  Zan Gao and
                  Hanwang Zhang and
                  Xiaojun Chang},
  title        = {Introduction to the Special Issue on Fine-grained Visual Computing},
  journal      = {{ACM} Trans. Multim. Comput. Commun. Appl.},
  volume       = {17},
  number       = {1s},
  pages        = {11:1--11:3},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447532},
  doi          = {10.1145/3447532},
  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tomccap/0001GZC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenMXZC21,
  author       = {Long Chen and
                  Wenbo Ma and
                  Jun Xiao and
                  Hanwang Zhang and
                  Shih{-}Fu Chang},
  title        = {Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression
                  Grounding},
  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2021, Thirty-Third Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
                  2021},
  pages        = {1036--1044},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://doi.org/10.1609/aaai.v35i2.16188},
  doi          = {10.1609/AAAI.V35I2.16188},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ChenMXZC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/FengZHZC21,
  author       = {Fuli Feng and
                  Jizhi Zhang and
                  Xiangnan He and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {Empowering Language Understanding with Counterfactual Reasoning},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
                  2021, Online Event, August 1-6, 2021},
  series       = {Findings of {ACL}},
  volume       = {{ACL/IJCNLP} 2021},
  pages        = {2226--2236},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.findings-acl.196},
  doi          = {10.18653/V1/2021.FINDINGS-ACL.196},
  timestamp    = {Fri, 27 Aug 2021 08:39:19 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/FengZHZC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/0002JLL0Z20,
  author       = {Yixin Cao and
                  Xiang Ji and
                  Xin Lv and
                  Juanzi Li and
                  Yonggang Wen and
                  Hanwang Zhang},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {Are Missing Links Predictable? An Inferential Benchmark for Knowledge
                  Graph Completion},
  booktitle    = {Proceedings of the 59th Annual Meeting of the Association for Computational
                  Linguistics and the 11th International Joint Conference on Natural
                  Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
                  Event, August 1-6, 2021},
  pages        = {6855--6865},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.acl-long.534},
  doi          = {10.18653/V1/2021.ACL-LONG.534},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acl/0002JLL0Z20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuTM0Z21,
  author       = {Xinting Hu and
                  Kaihua Tang and
                  Chunyan Miao and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  title        = {Distilling Causal Effect of Data in Class-Incremental Learning},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2021, virtual, June 19-25, 2021},
  pages        = {3957--3966},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021},
  url          = {https://openaccess.thecvf.com/content/CVPR2021/html/Hu\_Distilling\_Causal\_Effect\_of\_Data\_in\_Class-Incremental\_Learning\_CVPR\_2021\_paper.html},
  doi          = {10.1109/CVPR46437.2021.00395},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/HuTM0Z21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuCCDHZ21,
  author       = {Yuan Liu and
                  Jingyuan Chen and
                  Zhenfang Chen and
                  Bing Deng and
                  Jianqiang Huang and
                  Hanwang Zhang},
  title        = {The Blessings of Unlabeled Background in Untrimmed Videos},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2021, virtual, June 19-25, 2021},
  pages        = {6176--6185},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021},
  url          = {https://openaccess.thecvf.com/content/CVPR2021/html/Liu\_The\_Blessings\_of\_Unlabeled\_Background\_in\_Untrimmed\_Videos\_CVPR\_2021\_paper.html},
  doi          = {10.1109/CVPR46437.2021.00611},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/LiuCCDHZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangZQ021,
  author       = {Xu Yang and
                  Hanwang Zhang and
                  Guojun Qi and
                  Jianfei Cai},
  title        = {Causal Attention for Vision-Language Tasks},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2021, virtual, June 19-25, 2021},
  pages        = {9847--9857},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021},
  url          = {https://openaccess.thecvf.com/content/CVPR2021/html/Yang\_Causal\_Attention\_for\_Vision-Language\_Tasks\_CVPR\_2021\_paper.html},
  doi          = {10.1109/CVPR46437.2021.00972},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/YangZQ021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NiuTZL0W21,
  author       = {Yulei Niu and
                  Kaihua Tang and
                  Hanwang Zhang and
                  Zhiwu Lu and
                  Xian{-}Sheng Hua and
                  Ji{-}Rong Wen},
  title        = {Counterfactual {VQA:} {A} Cause-Effect Look at Language Bias},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2021, virtual, June 19-25, 2021},
  pages        = {12700--12710},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021},
  url          = {https://openaccess.thecvf.com/content/CVPR2021/html/Niu\_Counterfactual\_VQA\_A\_Cause-Effect\_Look\_at\_Language\_Bias\_CVPR\_2021\_paper.html},
  doi          = {10.1109/CVPR46437.2021.01251},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/NiuTZL0W21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YueWS0Z21,
  author       = {Zhongqi Yue and
                  Tan Wang and
                  Qianru Sun and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  title        = {Counterfactual Zero-Shot and Open-Set Visual Recognition},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2021, virtual, June 19-25, 2021},
  pages        = {15404--15414},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021},
  url          = {https://openaccess.thecvf.com/content/CVPR2021/html/Yue\_Counterfactual\_Zero-Shot\_and\_Open-Set\_Visual\_Recognition\_CVPR\_2021\_paper.html},
  doi          = {10.1109/CVPR46437.2021.01515},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/YueWS0Z21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShiC0LZ21,
  author       = {Jiaxin Shi and
                  Shulin Cao and
                  Lei Hou and
                  Juanzi Li and
                  Hanwang Zhang},
  editor       = {Marie{-}Francine Moens and
                  Xuanjing Huang and
                  Lucia Specia and
                  Scott Wen{-}tau Yih},
  title        = {TransferNet: An Effective and Transparent Framework for Multi-hop
                  Question Answering over Relation Graph},
  booktitle    = {Proceedings of the 2021 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
                  Republic, 7-11 November, 2021},
  pages        = {4149--4158},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.emnlp-main.341},
  doi          = {10.18653/V1/2021.EMNLP-MAIN.341},
  timestamp    = {Fri, 16 Feb 2024 08:27:36 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/ShiC0LZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YangGZ021,
  author       = {Xu Yang and
                  Chongyang Gao and
                  Hanwang Zhang and
                  Jianfei Cai},
  title        = {Auto-Parsing Network for Image Captioning and Visual Question Answering},
  booktitle    = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2021, Montreal, QC, Canada, October 10-17, 2021},
  pages        = {2177--2187},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICCV48922.2021.00220},
  doi          = {10.1109/ICCV48922.2021.00220},
  timestamp    = {Fri, 11 Mar 2022 10:01:27 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/YangGZ021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/WangZSZ21,
  author       = {Tan Wang and
                  Chang Zhou and
                  Qianru Sun and
                  Hanwang Zhang},
  title        = {Causal Attention for Unbiased Visual Recognition},
  booktitle    = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2021, Montreal, QC, Canada, October 10-17, 2021},
  pages        = {3071--3080},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICCV48922.2021.00308},
  doi          = {10.1109/ICCV48922.2021.00308},
  timestamp    = {Fri, 11 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/WangZSZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhangZT0S21,
  author       = {Dong Zhang and
                  Hanwang Zhang and
                  Jinhui Tang and
                  Xian{-}Sheng Hua and
                  Qianru Sun},
  title        = {Self-Regulation for Semantic Segmentation},
  booktitle    = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2021, Montreal, QC, Canada, October 10-17, 2021},
  pages        = {6933--6943},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICCV48922.2021.00687},
  doi          = {10.1109/ICCV48922.2021.00687},
  timestamp    = {Fri, 18 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/ZhangZT0S21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YueS0Z21,
  author       = {Zhongqi Yue and
                  Qianru Sun and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  title        = {Transporting Causal Mechanisms for Unsupervised Domain Adaptation},
  booktitle    = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2021, Montreal, QC, Canada, October 10-17, 2021},
  pages        = {8579--8588},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICCV48922.2021.00848},
  doi          = {10.1109/ICCV48922.2021.00848},
  timestamp    = {Fri, 11 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/YueS0Z21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DongLLYZ21,
  author       = {Xinshuai Dong and
                  Anh Tuan Luu and
                  Min Lin and
                  Shuicheng Yan and
                  Hanwang Zhang},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial
                  Robustness?},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {4356--4369},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/22b1f2e0983160db6f7bb9f62f4dbb39-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/DongLLYZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NiuZ21,
  author       = {Yulei Niu and
                  Hanwang Zhang},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Introspective Distillation for Robust Question Answering},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {16292--16304},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/878d5691c824ee2aaf770f7d36c151d6-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/NiuZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangYHSZ21,
  author       = {Tan Wang and
                  Zhongqi Yue and
                  Jianqiang Huang and
                  Qianru Sun and
                  Hanwang Zhang},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Self-Supervised Learning Disentangled Group Representation as Feature},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {18225--18240},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/97416ac0f58056947e2eb5d5d253d4f2-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/WangYHSZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WangF0ZC21,
  author       = {Wenjie Wang and
                  Fuli Feng and
                  Xiangnan He and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  editor       = {Fernando Diaz and
                  Chirag Shah and
                  Torsten Suel and
                  Pablo Castells and
                  Rosie Jones and
                  Tetsuya Sakai},
  title        = {Clicks can be Cheating: Counterfactual Recommendation for Mitigating
                  Clickbait Issue},
  booktitle    = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
                  and Development in Information Retrieval, Virtual Event, Canada, July
                  11-15, 2021},
  pages        = {1288--1297},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3404835.3462962},
  doi          = {10.1145/3404835.3462962},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/WangF0ZC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mmasia/2020,
  editor       = {Tat{-}Seng Chua and
                  Jingdong Wang and
                  Qi Tian and
                  Cathal Gurrin and
                  Jia Jia and
                  Hanwang Zhang and
                  Qianru Sun},
  title        = {MMAsia 2020: {ACM} Multimedia Asia, Virtual Event / Singapore, 7-9
                  March, 2021},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3444685},
  doi          = {10.1145/3444685},
  isbn         = {978-1-4503-8308-0},
  timestamp    = {Wed, 19 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mmasia/2020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00887,
  author       = {Zhongqi Yue and
                  Tan Wang and
                  Hanwang Zhang and
                  Qianru Sun and
                  Xian{-}Sheng Hua},
  title        = {Counterfactual Zero-Shot and Open-Set Visual Recognition},
  journal      = {CoRR},
  volume       = {abs/2103.00887},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.00887},
  eprinttype    = {arXiv},
  eprint       = {2103.00887},
  timestamp    = {Thu, 04 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-00887.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01737,
  author       = {Xinting Hu and
                  Kaihua Tang and
                  Chunyan Miao and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  title        = {Distilling Causal Effect of Data in Class-Incremental Learning},
  journal      = {CoRR},
  volume       = {abs/2103.01737},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.01737},
  eprinttype    = {arXiv},
  eprint       = {2103.01737},
  timestamp    = {Thu, 04 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-01737.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03493,
  author       = {Xu Yang and
                  Hanwang Zhang and
                  Guojun Qi and
                  Jianfei Cai},
  title        = {Causal Attention for Vision-Language Tasks},
  journal      = {CoRR},
  volume       = {abs/2103.03493},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.03493},
  eprinttype    = {arXiv},
  eprint       = {2103.03493},
  timestamp    = {Mon, 15 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-03493.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13183,
  author       = {Yuan Liu and
                  Jingyuan Chen and
                  Zhenfang Chen and
                  Bing Deng and
                  Jianqiang Huang and
                  Hanwang Zhang},
  title        = {The Blessings of Unlabeled Background in Untrimmed Videos},
  journal      = {CoRR},
  volume       = {abs/2103.13183},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.13183},
  eprinttype    = {arXiv},
  eprint       = {2103.13183},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-13183.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07302,
  author       = {Jiaxin Shi and
                  Shulin Cao and
                  Lei Hou and
                  Juanzi Li and
                  Hanwang Zhang},
  title        = {TransferNet: An Effective and Transparent Framework for Multi-hop
                  Question Answering over Relation Graph},
  journal      = {CoRR},
  volume       = {abs/2104.07302},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.07302},
  eprinttype    = {arXiv},
  eprint       = {2104.07302},
  timestamp    = {Mon, 19 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-07302.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05636,
  author       = {Wenbo Ma and
                  Long Chen and
                  Hanwang Zhang and
                  Jian Shao and
                  Yueting Zhuang and
                  Jun Xiao},
  title        = {{VL-NMS:} Breaking Proposal Bottlenecks in Two-Stage Visual-Language
                  Matching},
  journal      = {CoRR},
  volume       = {abs/2105.05636},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.05636},
  eprinttype    = {arXiv},
  eprint       = {2105.05636},
  timestamp    = {Mon, 30 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-05636.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03046,
  author       = {Fuli Feng and
                  Jizhi Zhang and
                  Xiangnan He and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  title        = {Empowering Language Understanding with Counterfactual Reasoning},
  journal      = {CoRR},
  volume       = {abs/2106.03046},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.03046},
  eprinttype    = {arXiv},
  eprint       = {2106.03046},
  timestamp    = {Thu, 10 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-03046.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09534,
  author       = {Kaihua Tang and
                  Mingyuan Tao and
                  Hanwang Zhang},
  title        = {Adversarial Visual Robustness by Causal Intervention},
  journal      = {CoRR},
  volume       = {abs/2106.09534},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.09534},
  eprinttype    = {arXiv},
  eprint       = {2106.09534},
  timestamp    = {Tue, 29 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-09534.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-11055,
  author       = {Zhongqi Yue and
                  Qianru Sun and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  title        = {Transporting Causal Mechanisms for Unsupervised Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2107.11055},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.11055},
  eprinttype    = {arXiv},
  eprint       = {2107.11055},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-11055.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-01387,
  author       = {Yixin Cao and
                  Xiang Ji and
                  Xin Lv and
                  Juanzi Li and
                  Yonggang Wen and
                  Hanwang Zhang},
  title        = {Are Missing Links Predictable? An Inferential Benchmark for Knowledge
                  Graph Completion},
  journal      = {CoRR},
  volume       = {abs/2108.01387},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.01387},
  eprinttype    = {arXiv},
  eprint       = {2108.01387},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-01387.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-08782,
  author       = {Tan Wang and
                  Chang Zhou and
                  Qianru Sun and
                  Hanwang Zhang},
  title        = {Causal Attention for Unbiased Visual Recognition},
  journal      = {CoRR},
  volume       = {abs/2108.08782},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.08782},
  eprinttype    = {arXiv},
  eprint       = {2108.08782},
  timestamp    = {Mon, 23 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-08782.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-09702,
  author       = {Dong Zhang and
                  Hanwang Zhang and
                  Jinhui Tang and
                  Xiansheng Hua and
                  Qianru Sun},
  title        = {Self-Regulation for Semantic Segmentation},
  journal      = {CoRR},
  volume       = {abs/2108.09702},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.09702},
  eprinttype    = {arXiv},
  eprint       = {2108.09702},
  timestamp    = {Fri, 18 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-09702.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10568,
  author       = {Xu Yang and
                  Chongyang Gao and
                  Hanwang Zhang and
                  Jianfei Cai},
  title        = {Auto-Parsing Network for Image Captioning and Visual Question Answering},
  journal      = {CoRR},
  volume       = {abs/2108.10568},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.10568},
  eprinttype    = {arXiv},
  eprint       = {2108.10568},
  timestamp    = {Fri, 27 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-10568.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-01013,
  author       = {Long Chen and
                  Yuhang Zheng and
                  Yulei Niu and
                  Hanwang Zhang and
                  Jun Xiao},
  title        = {Counterfactual Samples Synthesizing and Training for Robust Visual
                  Question Answering},
  journal      = {CoRR},
  volume       = {abs/2110.01013},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.01013},
  eprinttype    = {arXiv},
  eprint       = {2110.01013},
  timestamp    = {Fri, 08 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-01013.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15255,
  author       = {Tan Wang and
                  Zhongqi Yue and
                  Jianqiang Huang and
                  Qianru Sun and
                  Hanwang Zhang},
  title        = {Self-Supervised Learning Disentangled Group Representation as Feature},
  journal      = {CoRR},
  volume       = {abs/2110.15255},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.15255},
  eprinttype    = {arXiv},
  eprint       = {2110.15255},
  timestamp    = {Tue, 02 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-15255.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01026,
  author       = {Yulei Niu and
                  Hanwang Zhang},
  title        = {Introspective Distillation for Robust Question Answering},
  journal      = {CoRR},
  volume       = {abs/2111.01026},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.01026},
  eprinttype    = {arXiv},
  eprint       = {2111.01026},
  timestamp    = {Fri, 05 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-01026.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-11668,
  author       = {Xinshuai Dong and
                  Luu Anh Tuan and
                  Min Lin and
                  Shuicheng Yan and
                  Hanwang Zhang},
  title        = {How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial
                  Robustness?},
  journal      = {CoRR},
  volume       = {abs/2112.11668},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.11668},
  eprinttype    = {arXiv},
  eprint       = {2112.11668},
  timestamp    = {Tue, 04 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-11668.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-14380,
  author       = {Beier Zhu and
                  Yulei Niu and
                  Xian{-}Sheng Hua and
                  Hanwang Zhang},
  title        = {Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed
                  Classification},
  journal      = {CoRR},
  volume       = {abs/2112.14380},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.14380},
  eprinttype    = {arXiv},
  eprint       = {2112.14380},
  timestamp    = {Wed, 05 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-14380.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-15324,
  author       = {Jianqiang Huang and
                  Yu Qin and
                  Jiaxin Qi and
                  Qianru Sun and
                  Hanwang Zhang},
  title        = {Deconfounded Visual Grounding},
  journal      = {CoRR},
  volume       = {abs/2112.15324},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.15324},
  eprinttype    = {arXiv},
  eprint       = {2112.15324},
  timestamp    = {Wed, 05 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-15324.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Zheng0L0CZ20,
  author       = {Chaoqun Zheng and
                  Lei Zhu and
                  Xu Lu and
                  Jingjing Li and
                  Zhiyong Cheng and
                  Hanwang Zhang},
  title        = {Fast Discrete Collaborative Multi-Modal Hashing for Large-Scale Multimedia
                  Retrieval},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {32},
  number       = {11},
  pages        = {2171--2184},
  year         = {2020},
  url          = {https://doi.org/10.1109/TKDE.2019.2913388},
  doi          = {10.1109/TKDE.2019.2913388},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/Zheng0L0CZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/XuZLNSNZ20,
  author       = {Ning Xu and
                  Hanwang Zhang and
                  An{-}An Liu and
                  Weizhi Nie and
                  Yuting Su and
                  Jie Nie and
                  Yongdong Zhang},
  title        = {Multi-Level Policy and Reward-Based Deep Reinforcement Learning Framework
                  for Image Captioning},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {22},
  number       = {5},
  pages        = {1372--1383},
  year         = {2020},
  url          = {https://doi.org/10.1109/TMM.2019.2941820},
  doi          = {10.1109/TMM.2019.2941820},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tmm/XuZLNSNZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenWZZC20,
  author       = {Brian Chen and
                  Bo Wu and
                  Alireza Zareian and
                  Hanwang Zhang and
                  Shih{-}Fu Chang},
  title        = {General Partial Label Learning via Dual Bipartite Graph Autoencoder},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {10502--10509},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i07.6621},
  doi          = {10.1609/AAAI.V34I07.6621},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ChenWZZC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangHZS20,
  author       = {Tan Wang and
                  Jianqiang Huang and
                  Hanwang Zhang and
                  Qianru Sun},
  title        = {Visual Commonsense Representation Learning via Causal Inference},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
  pages        = {1547--1550},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w26/Wang\_Visual\_Commonsense\_Representation\_Learning\_via\_Causal\_Inference\_CVPRW\_2020\_paper.html},
  doi          = {10.1109/CVPRW50498.2020.00197},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/WangHZS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HeDLZZ020,
  author       = {Yang He and
                  Yuhang Ding and
                  Ping Liu and
                  Linchao Zhu and
                  Hanwang Zhang and
                  Yi Yang},
  title        = {Learning Filter Pruning Criteria for Deep Convolutional Neural Networks
                  Acceleration},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {2006--2015},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/He\_Learning\_Filter\_Pruning\_Criteria\_for\_Deep\_Convolutional\_Neural\_Networks\_Acceleration\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.00208},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/HeDLZZ020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TangNHSZ20,
  author       = {Kaihua Tang and
                  Yulei Niu and
                  Jianqiang Huang and
                  Jiaxin Shi and
                  Hanwang Zhang},
  title        = {Unbiased Scene Graph Generation From Biased Training},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {3713--3722},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Tang\_Unbiased\_Scene\_Graph\_Generation\_From\_Biased\_Training\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.00377},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/TangNHSZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhouWLHZ20,
  author       = {Yuanen Zhou and
                  Meng Wang and
                  Daqing Liu and
                  Zhenzhen Hu and
                  Hanwang Zhang},
  title        = {More Grounded Image Captioning by Distilling Image-Text Matching Model},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {4776--4785},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Zhou\_More\_Grounded\_Image\_Captioning\_by\_Distilling\_Image-Text\_Matching\_Model\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.00483},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhouWLHZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GuoWZZW20,
  author       = {Dan Guo and
                  Hui Wang and
                  Hanwang Zhang and
                  Zheng{-}Jun Zha and
                  Meng Wang},
  title        = {Iterative Context-Aware Graph Inference for Visual Dialog},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {10052--10061},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Guo\_Iterative\_Context-Aware\_Graph\_Inference\_for\_Visual\_Dialog\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.01007},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/GuoWZZW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangHZS20a,
  author       = {Tan Wang and
                  Jianqiang Huang and
                  Hanwang Zhang and
                  Qianru Sun},
  title        = {Visual Commonsense {R-CNN}},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {10757--10767},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Wang\_Visual\_Commonsense\_R-CNN\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.01077},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/WangHZS20a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0016YXZPZ20,
  author       = {Long Chen and
                  Xin Yan and
                  Jun Xiao and
                  Hanwang Zhang and
                  Shiliang Pu and
                  Yueting Zhuang},
  title        = {Counterfactual Samples Synthesizing for Robust Visual Question Answering},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {10797--10806},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Chen\_Counterfactual\_Samples\_Synthesizing\_for\_Robust\_Visual\_Question\_Answering\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.01081},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/0016YXZPZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/QiNHZ20,
  author       = {Jiaxin Qi and
                  Yulei Niu and
                  Jianqiang Huang and
                  Hanwang Zhang},
  title        = {Two Causal Principles for Improving Visual Dialog},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {10857--10866},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Qi\_Two\_Causal\_Principles\_for\_Improving\_Visual\_Dialog\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.01087},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/QiNHZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuJTCMZ20,
  author       = {Xinting Hu and
                  Yi Jiang and
                  Kaihua Tang and
                  Jingyuan Chen and
                  Chunyan Miao and
                  Hanwang Zhang},
  title        = {Learning to Segment the Tail},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {14042--14051},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Hu\_Learning\_to\_Segment\_the\_Tail\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.01406},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/HuJTCMZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZhangZTWHS20,
  author       = {Dong Zhang and
                  Hanwang Zhang and
                  Jinhui Tang and
                  Meng Wang and
                  Xiansheng Hua and
                  Qianru Sun},
  editor       = {Andrea Vedaldi and
                  Horst Bischof and
                  Thomas Brox and
                  Jan{-}Michael Frahm},
  title        = {Feature Pyramid Transformer},
  booktitle    = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
                  UK, August 23-28, 2020, Proceedings, Part {XXVIII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12373},
  pages        = {323--339},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-58604-1\_20},
  doi          = {10.1007/978-3-030-58604-1\_20},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/ZhangZTWHS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/DongZZL20,
  author       = {Jiayuan Dong and
                  Liyan Zhang and
                  Hanwang Zhang and
                  Weichen Liu},
  title        = {Occlusion-Aware {GAN} for Face De-Occlusion in the Wild},
  booktitle    = {{IEEE} International Conference on Multimedia and Expo, {ICME} 2020,
                  London, UK, July 6-10, 2020},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICME46284.2020.9102788},
  doi          = {10.1109/ICME46284.2020.9102788},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmcs/DongZZL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/YangGZ020,
  author       = {Xu Yang and
                  Chongyang Gao and
                  Hanwang Zhang and
                  Jianfei Cai},
  editor       = {Chang Wen Chen and
                  Rita Cucchiara and
                  Xian{-}Sheng Hua and
                  Guo{-}Jun Qi and
                  Elisa Ricci and
                  Zhengyou Zhang and
                  Roger Zimmermann},
  title        = {Hierarchical Scene Graph Encoder-Decoder for Image Paragraph Captioning},
  booktitle    = {{MM} '20: The 28th {ACM} International Conference on Multimedia, Virtual
                  Event / Seattle, WA, USA, October 12-16, 2020},
  pages        = {4181--4189},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3394171.3413859},
  doi          = {10.1145/3394171.3413859},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/YangGZ020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TangHZ20,
  author       = {Kaihua Tang and
                  Jianqiang Huang and
                  Hanwang Zhang},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Long-Tailed Classification by Keeping the Good and Removing the Bad
                  Momentum Causal Effect},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/1091660f3dff84fd648efe31391c5524-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/TangHZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YueZS020,
  author       = {Zhongqi Yue and
                  Hanwang Zhang and
                  Qianru Sun and
                  Xian{-}Sheng Hua},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Interventional Few-Shot Learning},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/1cc8a8ea51cd0adddf5dab504a285915-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YueZS020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangZT0S20,
  author       = {Dong Zhang and
                  Hanwang Zhang and
                  Jinhui Tang and
                  Xian{-}Sheng Hua and
                  Qianru Sun},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Causal Intervention for Weakly-Supervised Semantic Segmentation},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/07211688a0869d995947a8fb11b215d6-Abstract.html},
  timestamp    = {Fri, 18 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ZhangZT0S20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/XuZWBN20,
  author       = {Qiangeng Xu and
                  Hanwang Zhang and
                  Weiyue Wang and
                  Peter N. Belhumeur and
                  Ulrich Neumann},
  title        = {Stochastic Dynamics for Video Infilling},
  booktitle    = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
                  2020, Snowmass Village, CO, USA, March 1-5, 2020},
  pages        = {2703--2712},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/WACV45572.2020.9093530},
  doi          = {10.1109/WACV45572.2020.9093530},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/wacv/XuZWBN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-01290,
  author       = {Brian Chen and
                  Bo Wu and
                  Alireza Zareian and
                  Hanwang Zhang and
                  Shih{-}Fu Chang},
  title        = {General Partial Label Learning via Dual Bipartite Graph Autoencoder},
  journal      = {CoRR},
  volume       = {abs/2001.01290},
  year         = {2020},
  url          = {http://arxiv.org/abs/2001.01290},
  eprinttype    = {arXiv},
  eprint       = {2001.01290},
  timestamp    = {Wed, 26 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-01290.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11949,
  author       = {Kaihua Tang and
                  Yulei Niu and
                  Jianqiang Huang and
                  Jiaxin Shi and
                  Hanwang Zhang},
  title        = {Unbiased Scene Graph Generation from Biased Training},
  journal      = {CoRR},
  volume       = {abs/2002.11949},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.11949},
  eprinttype    = {arXiv},
  eprint       = {2002.11949},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-11949.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-12204,
  author       = {Tan Wang and
                  Jianqiang Huang and
                  Hanwang Zhang and
                  Qianru Sun},
  title        = {Visual Commonsense {R-CNN}},
  journal      = {CoRR},
  volume       = {abs/2002.12204},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.12204},
  eprinttype    = {arXiv},
  eprint       = {2002.12204},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-12204.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02587,
  author       = {Fuli Feng and
                  Xiangnan He and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  title        = {Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature
                  Interactions},
  journal      = {CoRR},
  volume       = {abs/2003.02587},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.02587},
  eprinttype    = {arXiv},
  eprint       = {2003.02587},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-02587.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03923,
  author       = {Xu Yang and
                  Hanwang Zhang and
                  Jianfei Cai},
  title        = {Deconfounded Image Captioning: {A} Causal Retrospect},
  journal      = {CoRR},
  volume       = {abs/2003.03923},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.03923},
  eprinttype    = {arXiv},
  eprint       = {2003.03923},
  timestamp    = {Fri, 12 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-03923.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06576,
  author       = {Long Chen and
                  Xin Yan and
                  Jun Xiao and
                  Hanwang Zhang and
                  Shiliang Pu and
                  Yueting Zhuang},
  title        = {Counterfactual Samples Synthesizing for Robust Visual Question Answering},
  journal      = {CoRR},
  volume       = {abs/2003.06576},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.06576},
  eprinttype    = {arXiv},
  eprint       = {2003.06576},
  timestamp    = {Wed, 18 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-06576.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-00390,
  author       = {Yuanen Zhou and
                  Meng Wang and
                  Daqing Liu and
                  Zhenzhen Hu and
                  Hanwang Zhang},
  title        = {More Grounded Image Captioning by Distilling Image-Text Matching Model},
  journal      = {CoRR},
  volume       = {abs/2004.00390},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.00390},
  eprinttype    = {arXiv},
  eprint       = {2004.00390},
  timestamp    = {Wed, 26 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-00390.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-00900,
  author       = {Xinting Hu and
                  Yi Jiang and
                  Kaihua Tang and
                  Jingyuan Chen and
                  Chunyan Miao and
                  Hanwang Zhang},
  title        = {Learning to Segment the Tail},
  journal      = {CoRR},
  volume       = {abs/2004.00900},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.00900},
  eprinttype    = {arXiv},
  eprint       = {2004.00900},
  timestamp    = {Wed, 08 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-00900.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02194,
  author       = {Dan Guo and
                  Hui Wang and
                  Hanwang Zhang and
                  Zheng{-}Jun Zha and
                  Meng Wang},
  title        = {Iterative Context-Aware Graph Inference for Visual Dialog},
  journal      = {CoRR},
  volume       = {abs/2004.02194},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.02194},
  eprinttype    = {arXiv},
  eprint       = {2004.02194},
  timestamp    = {Fri, 16 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-02194.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04315,
  author       = {Yulei Niu and
                  Kaihua Tang and
                  Hanwang Zhang and
                  Zhiwu Lu and
                  Xian{-}Sheng Hua and
                  Ji{-}Rong Wen},
  title        = {Counterfactual {VQA:} {A} Cause-Effect Look at Language Bias},
  journal      = {CoRR},
  volume       = {abs/2006.04315},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.04315},
  eprinttype    = {arXiv},
  eprint       = {2006.04315},
  timestamp    = {Tue, 21 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-04315.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03875,
  author       = {Jiaxin Shi and
                  Shulin Cao and
                  Liangming Pan and
                  Yutong Xiang and
                  Lei Hou and
                  Juanzi Li and
                  Hanwang Zhang and
                  Bin He},
  title        = {{KQA} Pro: {A} Large Diagnostic Dataset for Complex Question Answering
                  over Knowledge Base},
  journal      = {CoRR},
  volume       = {abs/2007.03875},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.03875},
  eprinttype    = {arXiv},
  eprint       = {2007.03875},
  timestamp    = {Mon, 20 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-03875.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09451,
  author       = {Dong Zhang and
                  Hanwang Zhang and
                  Jinhui Tang and
                  Meng Wang and
                  Xiansheng Hua and
                  Qianru Sun},
  title        = {Feature Pyramid Transformer},
  journal      = {CoRR},
  volume       = {abs/2007.09451},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.09451},
  eprinttype    = {arXiv},
  eprint       = {2007.09451},
  timestamp    = {Fri, 18 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-09451.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-01449,
  author       = {Long Chen and
                  Wenbo Ma and
                  Jun Xiao and
                  Hanwang Zhang and
                  Wei Liu and
                  Shih{-}Fu Chang},
  title        = {Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression
                  Grounding},
  journal      = {CoRR},
  volume       = {abs/2009.01449},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.01449},
  eprinttype    = {arXiv},
  eprint       = {2009.01449},
  timestamp    = {Mon, 30 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-01449.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09945,
  author       = {Wenjie Wang and
                  Fuli Feng and
                  Xiangnan He and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  title        = {"Click" Is Not Equal to "Like": Counterfactual
                  Recommendation for Mitigating Clickbait Issue},
  journal      = {CoRR},
  volume       = {abs/2009.09945},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.09945},
  eprinttype    = {arXiv},
  eprint       = {2009.09945},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-09945.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12547,
  author       = {Dong Zhang and
                  Hanwang Zhang and
                  Jinhui Tang and
                  Xiansheng Hua and
                  Qianru Sun},
  title        = {Causal Intervention for Weakly-Supervised Semantic Segmentation},
  journal      = {CoRR},
  volume       = {abs/2009.12547},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.12547},
  eprinttype    = {arXiv},
  eprint       = {2009.12547},
  timestamp    = {Fri, 18 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-12547.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12991,
  author       = {Kaihua Tang and
                  Jianqiang Huang and
                  Hanwang Zhang},
  title        = {Long-Tailed Classification by Keeping the Good and Removing the Bad
                  Momentum Causal Effect},
  journal      = {CoRR},
  volume       = {abs/2009.12991},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.12991},
  eprinttype    = {arXiv},
  eprint       = {2009.12991},
  timestamp    = {Wed, 30 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-12991.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13000,
  author       = {Zhongqi Yue and
                  Hanwang Zhang and
                  Qianru Sun and
                  Xian{-}Sheng Hua},
  title        = {Interventional Few-Shot Learning},
  journal      = {CoRR},
  volume       = {abs/2009.13000},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.13000},
  eprinttype    = {arXiv},
  eprint       = {2009.13000},
  timestamp    = {Wed, 30 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-13000.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mms/HeLZNKZ19,
  author       = {Xiangnan He and
                  Zhenguang Liu and
                  Hanwang Zhang and
                  Chong{-}Wah Ngo and
                  Svebor Karaman and
                  Yongfeng Zhang},
  title        = {Special issue on multimedia recommendation and multi-modal data analysis},
  journal      = {Multim. Syst.},
  volume       = {25},
  number       = {6},
  pages        = {591--592},
  year         = {2019},
  url          = {https://doi.org/10.1007/s00530-019-00639-3},
  doi          = {10.1007/S00530-019-00639-3},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mms/HeLZNKZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhangYZJSC19,
  author       = {Mingxing Zhang and
                  Yang Yang and
                  Hanwang Zhang and
                  Yanli Ji and
                  Heng Tao Shen and
                  Tat{-}Seng Chua},
  title        = {More is Better: Precise and Detailed Image Captioning Using Online
                  Positive Recall and Missing Concepts Mining},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {28},
  number       = {1},
  pages        = {32--44},
  year         = {2019},
  url          = {https://doi.org/10.1109/TIP.2018.2855415},
  doi          = {10.1109/TIP.2018.2855415},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/ZhangYZJSC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShiHL0Z19,
  author       = {Jiaxin Shi and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Hanwang Zhang},
  title        = {Learning to Embed Sentences Using Attentive Recursive Trees},
  booktitle    = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2019, The Thirty-First Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
                  USA, January 27 - February 1, 2019},
  pages        = {6991--6998},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33016991},
  doi          = {10.1609/AAAI.V33I01.33016991},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ShiHL0Z19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShiLHL0Z19,
  author       = {Jiaxin Shi and
                  Chen Liang and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Hanwang Zhang},
  title        = {DeepChannel: Salience Estimation by Contrastive Learning for Extractive
                  Document Summarization},
  booktitle    = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2019, The Thirty-First Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
                  USA, January 27 - February 1, 2019},
  pages        = {6999--7006},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33016999},
  doi          = {10.1609/AAAI.V33I01.33016999},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/ShiLHL0Z19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TangZWLL19,
  author       = {Kaihua Tang and
                  Hanwang Zhang and
                  Baoyuan Wu and
                  Wenhan Luo and
                  Wei Liu},
  title        = {Learning to Compose Dynamic Tree Structures for Visual Contexts},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2019, Long Beach, CA, USA, June 16-20, 2019},
  pages        = {6619--6628},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019},
  url          = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Tang\_Learning\_to\_Compose\_Dynamic\_Tree\_Structures\_for\_Visual\_Contexts\_CVPR\_2019\_paper.html},
  doi          = {10.1109/CVPR.2019.00678},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/TangZWLL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NiuZZZLW19,
  author       = {Yulei Niu and
                  Hanwang Zhang and
                  Manli Zhang and
                  Jianhong Zhang and
                  Zhiwu Lu and
                  Ji{-}Rong Wen},
  title        = {Recursive Visual Attention in Visual Dialog},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2019, Long Beach, CA, USA, June 16-20, 2019},
  pages        = {6679--6688},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019},
  url          = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Niu\_Recursive\_Visual\_Attention\_in\_Visual\_Dialog\_CVPR\_2019\_paper.html},
  doi          = {10.1109/CVPR.2019.00684},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/NiuZZZLW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ShiZL19,
  author       = {Jiaxin Shi and
                  Hanwang Zhang and
                  Juanzi Li},
  title        = {Explainable and Explicit Visual Reasoning Over Scene Graphs},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2019, Long Beach, CA, USA, June 16-20, 2019},
  pages        = {8376--8384},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019},
  url          = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Shi\_Explainable\_and\_Explicit\_Visual\_Reasoning\_Over\_Scene\_Graphs\_CVPR\_2019\_paper.html},
  doi          = {10.1109/CVPR.2019.00857},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/ShiZL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangTZC19,
  author       = {Xu Yang and
                  Kaihua Tang and
                  Hanwang Zhang and
                  Jianfei Cai},
  title        = {Auto-Encoding Scene Graphs for Image Captioning},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2019, Long Beach, CA, USA, June 16-20, 2019},
  pages        = {10685--10694},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019},
  url          = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Yang\_Auto-Encoding\_Scene\_Graphs\_for\_Image\_Captioning\_CVPR\_2019\_paper.html},
  doi          = {10.1109/CVPR.2019.01094},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/YangTZC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YangZZ19,
  author       = {Tianhao Yang and
                  Zheng{-}Jun Zha and
                  Hanwang Zhang},
  title        = {Making History Matter: History-Advantage Sequence Training for Visual
                  Dialog},
  booktitle    = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2019, Seoul, Korea (South), October 27 - November 2, 2019},
  pages        = {2561--2569},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICCV.2019.00265},
  doi          = {10.1109/ICCV.2019.00265},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/YangZZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YangZC19,
  author       = {Xu Yang and
                  Hanwang Zhang and
                  Jianfei Cai},
  title        = {Learning to Collocate Neural Modules for Image Captioning},
  booktitle    = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2019, Seoul, Korea (South), October 27 - November 2, 2019},
  pages        = {4249--4259},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICCV.2019.00435},
  doi          = {10.1109/ICCV.2019.00435},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/YangZC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/0016Z00PC19,
  author       = {Long Chen and
                  Hanwang Zhang and
                  Jun Xiao and
                  Xiangnan He and
                  Shiliang Pu and
                  Shih{-}Fu Chang},
  title        = {Counterfactual Critic Multi-Agent Training for Scene Graph Generation},
  booktitle    = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2019, Seoul, Korea (South), October 27 - November 2, 2019},
  pages        = {4612--4622},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICCV.2019.00471},
  doi          = {10.1109/ICCV.2019.00471},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/0016Z00PC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiuZZW19,
  author       = {Daqing Liu and
                  Hanwang Zhang and
                  Feng Wu and
                  Zheng{-}Jun Zha},
  title        = {Learning to Assemble Neural Module Tree Networks for Visual Grounding},
  booktitle    = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2019, Seoul, Korea (South), October 27 - November 2, 2019},
  pages        = {4672--4681},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICCV.2019.00477},
  doi          = {10.1109/ICCV.2019.00477},
  timestamp    = {Thu, 07 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/LiuZZW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/MengCYTZMC19,
  author       = {Lei Meng and
                  Long Chen and
                  Xun Yang and
                  Dacheng Tao and
                  Hanwang Zhang and
                  Chunyan Miao and
                  Tat{-}Seng Chua},
  editor       = {Laurent Amsaleg and
                  Benoit Huet and
                  Martha A. Larson and
                  Guillaume Gravier and
                  Hayley Hung and
                  Chong{-}Wah Ngo and
                  Wei Tsang Ooi},
  title        = {Learning Using Privileged Information for Food Recognition},
  booktitle    = {Proceedings of the 27th {ACM} International Conference on Multimedia,
                  {MM} 2019, Nice, France, October 21-25, 2019},
  pages        = {557--565},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3343031.3350870},
  doi          = {10.1145/3343031.3350870},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/MengCYTZMC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/YangZXWZ19,
  author       = {Tianhao Yang and
                  Zheng{-}Jun Zha and
                  Hongtao Xie and
                  Meng Wang and
                  Hanwang Zhang},
  editor       = {Laurent Amsaleg and
                  Benoit Huet and
                  Martha A. Larson and
                  Guillaume Gravier and
                  Hayley Hung and
                  Chong{-}Wah Ngo and
                  Wei Tsang Ooi},
  title        = {Question-Aware Tube-Switch Network for Video Question Answering},
  booktitle    = {Proceedings of the 27th {ACM} International Conference on Multimedia,
                  {MM} 2019, Nice, France, October 21-25, 2019},
  pages        = {1184--1192},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3343031.3350969},
  doi          = {10.1145/3343031.3350969},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/YangZXWZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ShenHZZW19,
  author       = {Ling Shen and
                  Richang Hong and
                  Haoran Zhang and
                  Hanwang Zhang and
                  Meng Wang},
  editor       = {Laurent Amsaleg and
                  Benoit Huet and
                  Martha A. Larson and
                  Guillaume Gravier and
                  Hayley Hung and
                  Chong{-}Wah Ngo and
                  Wei Tsang Ooi},
  title        = {Single-shot Semantic Image Inpainting with Densely Connected Generative
                  Networks},
  booktitle    = {Proceedings of the 27th {ACM} International Conference on Multimedia,
                  {MM} 2019, Nice, France, October 21-25, 2019},
  pages        = {1861--1869},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3343031.3350903},
  doi          = {10.1145/3343031.3350903},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/ShenHZZW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09326,
  author       = {Tianhao Yang and
                  Zheng{-}Jun Zha and
                  Hanwang Zhang},
  title        = {Making History Matter: Gold-Critic Sequence Training for Visual Dialog},
  journal      = {CoRR},
  volume       = {abs/1902.09326},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.09326},
  eprinttype    = {arXiv},
  eprint       = {1902.09326},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-09326.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-08608,
  author       = {Xu Yang and
                  Hanwang Zhang and
                  Jianfei Cai},
  title        = {Learning to Collocate Neural Modules for Image Captioning},
  journal      = {CoRR},
  volume       = {abs/1904.08608},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.08608},
  eprinttype    = {arXiv},
  eprint       = {1904.08608},
  timestamp    = {Fri, 12 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-08608.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01784,
  author       = {Richang Hong and
                  Daqing Liu and
                  Xiaoyu Mo and
                  Xiangnan He and
                  Hanwang Zhang},
  title        = {Learning to Compose and Reason with Language Tree Structures for Visual
                  Grounding},
  journal      = {CoRR},
  volume       = {abs/1906.01784},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.01784},
  eprinttype    = {arXiv},
  eprint       = {1906.01784},
  timestamp    = {Thu, 13 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-01784.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02365,
  author       = {Zheng{-}Jun Zha and
                  Daqing Liu and
                  Hanwang Zhang and
                  Yongdong Zhang and
                  Feng Wu},
  title        = {Context-Aware Visual Policy Network for Fine-Grained Image Captioning},
  journal      = {CoRR},
  volume       = {abs/1906.02365},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.02365},
  eprinttype    = {arXiv},
  eprint       = {1906.02365},
  timestamp    = {Fri, 27 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-02365.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03561,
  author       = {Daqing Liu and
                  Hanwang Zhang and
                  Zheng{-}Jun Zha and
                  Fanglin Wang},
  title        = {Referring Expression Grounding by Marginalizing Scene Graph Likelihood},
  journal      = {CoRR},
  volume       = {abs/1906.03561},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.03561},
  eprinttype    = {arXiv},
  eprint       = {1906.03561},
  timestamp    = {Fri, 14 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-03561.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03609,
  author       = {Yulei Niu and
                  Hanwang Zhang and
                  Zhiwu Lu and
                  Shih{-}Fu Chang},
  title        = {Variational Context: Exploiting Visual and Textual Context for Grounding
                  Referring Expressions},
  journal      = {CoRR},
  volume       = {abs/1907.03609},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.03609},
  eprinttype    = {arXiv},
  eprint       = {1907.03609},
  timestamp    = {Tue, 21 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-03609.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-10496,
  author       = {Jiaxin Qi and
                  Yulei Niu and
                  Jianqiang Huang and
                  Hanwang Zhang},
  title        = {Two Causal Principles for Improving Visual Dialog},
  journal      = {CoRR},
  volume       = {abs/1911.10496},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.10496},
  eprinttype    = {arXiv},
  eprint       = {1911.10496},
  timestamp    = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-10496.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/SongZLGWH18,
  author       = {Jingkuan Song and
                  Hanwang Zhang and
                  Xiangpeng Li and
                  Lianli Gao and
                  Meng Wang and
                  Richang Hong},
  title        = {Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {27},
  number       = {7},
  pages        = {3210--3221},
  year         = {2018},
  url          = {https://doi.org/10.1109/TIP.2018.2814344},
  doi          = {10.1109/TIP.2018.2814344},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/SongZLGWH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiaoHZC18,
  author       = {Lizi Liao and
                  Xiangnan He and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  title        = {Attributed Social Network Embedding},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {30},
  number       = {12},
  pages        = {2257--2270},
  year         = {2018},
  url          = {https://doi.org/10.1109/TKDE.2018.2819980},
  doi          = {10.1109/TKDE.2018.2819980},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/LiaoHZC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiangMCZL18,
  author       = {Wenhao Jiang and
                  Lin Ma and
                  Xinpeng Chen and
                  Hanwang Zhang and
                  Wei Liu},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Learning to Guide Decoding for Image Captioning},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {6959--6966},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.12283},
  doi          = {10.1609/AAAI.V32I1.12283},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/JiangMCZL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChenZ00C18,
  author       = {Long Chen and
                  Hanwang Zhang and
                  Jun Xiao and
                  Wei Liu and
                  Shih{-}Fu Chang},
  title        = {Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial
                  Embedding Networks},
  booktitle    = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
  pages        = {1043--1052},
  publisher    = {Computer Vision Foundation / {IEEE} Computer Society},
  year         = {2018},
  url          = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Chen\_Zero-Shot\_Visual\_Recognition\_CVPR\_2018\_paper.html},
  doi          = {10.1109/CVPR.2018.00115},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ChenZ00C18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangNC18,
  author       = {Hanwang Zhang and
                  Yulei Niu and
                  Shih{-}Fu Chang},
  title        = {Grounding Referring Expressions in Images by Variational Context},
  booktitle    = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
  pages        = {4158--4166},
  publisher    = {Computer Vision Foundation / {IEEE} Computer Society},
  year         = {2018},
  url          = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Zhang\_Grounding\_Referring\_Expressions\_CVPR\_2018\_paper.html},
  doi          = {10.1109/CVPR.2018.00437},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhangNC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/YangZC18,
  author       = {Xu Yang and
                  Hanwang Zhang and
                  Jianfei Cai},
  editor       = {Vittorio Ferrari and
                  Martial Hebert and
                  Cristian Sminchisescu and
                  Yair Weiss},
  title        = {Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship
                  Features},
  booktitle    = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
                  Germany, September 8-14, 2018, Proceedings, Part {XII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11216},
  pages        = {38--54},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-01258-8\_3},
  doi          = {10.1007/978-3-030-01258-8\_3},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/YangZC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuXZNSZ18,
  author       = {Anan Liu and
                  Ning Xu and
                  Hanwang Zhang and
                  Weizhi Nie and
                  Yuting Su and
                  Yongdong Zhang},
  editor       = {J{\'{e}}r{\^{o}}me Lang},
  title        = {Multi-Level Policy and Reward Reinforcement Learning for Image Captioning},
  booktitle    = {Proceedings of the Twenty-Seventh International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
                  Sweden},
  pages        = {821--827},
  publisher    = {ijcai.org},
  year         = {2018},
  url          = {https://doi.org/10.24963/ijcai.2018/114},
  doi          = {10.24963/IJCAI.2018/114},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/LiuXZNSZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Liu0FNLZ18,
  author       = {Han Liu and
                  Xiangnan He and
                  Fuli Feng and
                  Liqiang Nie and
                  Rui Liu and
                  Hanwang Zhang},
  editor       = {J{\'{e}}r{\^{o}}me Lang},
  title        = {Discrete Factorization Machines for Fast Feature-based Recommendation},
  booktitle    = {Proceedings of the Twenty-Seventh International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
                  Sweden},
  pages        = {3449--3455},
  publisher    = {ijcai.org},
  year         = {2018},
  url          = {https://doi.org/10.24963/ijcai.2018/479},
  doi          = {10.24963/IJCAI.2018/479},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/Liu0FNLZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/ZhangS18,
  author       = {Hanwang Zhang and
                  Qianru Sun},
  editor       = {Kiyoharu Aizawa and
                  Michael S. Lew and
                  Shin'ichi Satoh},
  title        = {Objects, Relationships, and Context in Visual Data},
  booktitle    = {Proceedings of the 2018 {ACM} on International Conference on Multimedia
                  Retrieval, {ICMR} 2018, Yokohama, Japan, June 11-14, 2018},
  pages        = {7},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3206025.3210496},
  doi          = {10.1145/3206025.3210496},
  timestamp    = {Thu, 29 Jul 2021 12:11:15 +0200},
  biburl       = {https://dblp.org/rec/conf/mir/ZhangS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/0001ZC18,
  author       = {Xiangnan He and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  editor       = {Kiyoharu Aizawa and
                  Michael S. Lew and
                  Shin'ichi Satoh},
  title        = {Recommendation Technologies for Multimedia Content},
  booktitle    = {Proceedings of the 2018 {ACM} on International Conference on Multimedia
                  Retrieval, {ICMR} 2018, Yokohama, Japan, June 11-14, 2018},
  pages        = {8},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3206025.3210497},
  doi          = {10.1145/3206025.3210497},
  timestamp    = {Wed, 21 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mir/0001ZC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/LiuZZZW18,
  author       = {Daqing Liu and
                  Zheng{-}Jun Zha and
                  Hanwang Zhang and
                  Yongdong Zhang and
                  Feng Wu},
  editor       = {Susanne Boll and
                  Kyoung Mu Lee and
                  Jiebo Luo and
                  Wenwu Zhu and
                  Hyeran Byun and
                  Chang Wen Chen and
                  Rainer Lienhart and
                  Tao Mei},
  title        = {Context-Aware Visual Policy Network for Sequence-Level Image Captioning},
  booktitle    = {2018 {ACM} Multimedia Conference on Multimedia Conference, {MM} 2018,
                  Seoul, Republic of Korea, October 22-26, 2018},
  pages        = {1416--1424},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3240508.3240632},
  doi          = {10.1145/3240508.3240632},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/LiuZZZW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/Chen0SZNC18,
  author       = {Jingyuan Chen and
                  Xiangnan He and
                  Xuemeng Song and
                  Hanwang Zhang and
                  Liqiang Nie and
                  Tat{-}Seng Chua},
  editor       = {Klaus Schoeffmann and
                  Thanarat H. Chalidabhongse and
                  Chong{-}Wah Ngo and
                  Supavadee Aramvith and
                  Noel E. O'Connor and
                  Yo{-}Sung Ho and
                  Moncef Gabbouj and
                  Ahmed Elgammal},
  title        = {Venue Prediction for Social Images by Exploiting Rich Temporal Patterns
                  in LBSNs},
  booktitle    = {MultiMedia Modeling - 24th International Conference, {MMM} 2018, Bangkok,
                  Thailand, February 5-7, 2018, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10705},
  pages        = {327--339},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-73600-6\_28},
  doi          = {10.1007/978-3-319-73600-6\_28},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mmm/Chen0SZNC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GaoSZZC18,
  author       = {Hang Gao and
                  Zheng Shou and
                  Alireza Zareian and
                  Hanwang Zhang and
                  Shih{-}Fu Chang},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Low-shot Learning via Covariance-Preserving Adversarial Augmentation
                  Networks},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {983--993},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/81448138f5f163ccdba4acc69819f280-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GaoSZZC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02305,
  author       = {Jingkuan Song and
                  Hanwang Zhang and
                  Xiangpeng Li and
                  Lianli Gao and
                  Meng Wang and
                  Richang Hong},
  title        = {Self-Supervised Video Hashing with Hierarchical Binary Auto-encoder},
  journal      = {CoRR},
  volume       = {abs/1802.02305},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.02305},
  eprinttype    = {arXiv},
  eprint       = {1802.02305},
  timestamp    = {Mon, 16 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-02305.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00887,
  author       = {Wenhao Jiang and
                  Lin Ma and
                  Xinpeng Chen and
                  Hanwang Zhang and
                  Wei Liu},
  title        = {Learning to Guide Decoding for Image Captioning},
  journal      = {CoRR},
  volume       = {abs/1804.00887},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.00887},
  eprinttype    = {arXiv},
  eprint       = {1804.00887},
  timestamp    = {Fri, 22 Mar 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-00887.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-02232,
  author       = {Han Liu and
                  Xiangnan He and
                  Fuli Feng and
                  Liqiang Nie and
                  Rui Liu and
                  Hanwang Zhang},
  title        = {Discrete Factorization Machines for Fast Feature-based Recommendation},
  journal      = {CoRR},
  volume       = {abs/1805.02232},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.02232},
  eprinttype    = {arXiv},
  eprint       = {1805.02232},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-02232.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00171,
  author       = {Xu Yang and
                  Hanwang Zhang and
                  Jianfei Cai},
  title        = {Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship
                  Features},
  journal      = {CoRR},
  volume       = {abs/1808.00171},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.00171},
  eprinttype    = {arXiv},
  eprint       = {1808.00171},
  timestamp    = {Fri, 12 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-00171.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-05864,
  author       = {Daqing Liu and
                  Zheng{-}Jun Zha and
                  Hanwang Zhang and
                  Yongdong Zhang and
                  Feng Wu},
  title        = {Context-Aware Visual Policy Network for Sequence-Level Image Captioning},
  journal      = {CoRR},
  volume       = {abs/1808.05864},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.05864},
  eprinttype    = {arXiv},
  eprint       = {1808.05864},
  timestamp    = {Fri, 27 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-05864.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-00263,
  author       = {Qiangeng Xu and
                  Hanwang Zhang and
                  Weiyue Wang and
                  Peter N. Belhumeur and
                  Ulrich Neumann},
  title        = {Stochastic Video Long-term Interpolation},
  journal      = {CoRR},
  volume       = {abs/1809.00263},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.00263},
  eprinttype    = {arXiv},
  eprint       = {1809.00263},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-00263.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11730,
  author       = {Hang Gao and
                  Zheng Shou and
                  Alireza Zareian and
                  Hanwang Zhang and
                  Shih{-}Fu Chang},
  title        = {Low-shot Learning via Covariance-Preserving Adversarial Augmentation
                  Networks},
  journal      = {CoRR},
  volume       = {abs/1810.11730},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.11730},
  eprinttype    = {arXiv},
  eprint       = {1810.11730},
  timestamp    = {Fri, 27 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-11730.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02338,
  author       = {Jiaxin Shi and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Hanwang Zhang},
  title        = {Learning to Embed Sentences Using Attentive Recursive Trees},
  journal      = {CoRR},
  volume       = {abs/1811.02338},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.02338},
  eprinttype    = {arXiv},
  eprint       = {1811.02338},
  timestamp    = {Thu, 07 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-02338.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02394,
  author       = {Jiaxin Shi and
                  Chen Liang and
                  Lei Hou and
                  Juanzi Li and
                  Zhiyuan Liu and
                  Hanwang Zhang},
  title        = {DeepChannel: Salience Estimation by Contrastive Learning for Extractive
                  Document Summarization},
  journal      = {CoRR},
  volume       = {abs/1811.02394},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.02394},
  eprinttype    = {arXiv},
  eprint       = {1811.02394},
  timestamp    = {Thu, 07 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-02394.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01855,
  author       = {Jiaxin Shi and
                  Hanwang Zhang and
                  Juanzi Li},
  title        = {Explainable and Explicit Visual Reasoning over Scene Graphs},
  journal      = {CoRR},
  volume       = {abs/1812.01855},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.01855},
  eprinttype    = {arXiv},
  eprint       = {1812.01855},
  timestamp    = {Tue, 01 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-01855.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01880,
  author       = {Kaihua Tang and
                  Hanwang Zhang and
                  Baoyuan Wu and
                  Wenhan Luo and
                  Wei Liu},
  title        = {Learning to Compose Dynamic Tree Structures for Visual Contexts},
  journal      = {CoRR},
  volume       = {abs/1812.01880},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.01880},
  eprinttype    = {arXiv},
  eprint       = {1812.01880},
  timestamp    = {Thu, 12 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-01880.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02347,
  author       = {Long Chen and
                  Hanwang Zhang and
                  Jun Xiao and
                  Xiangnan He and
                  Shiliang Pu and
                  Shih{-}Fu Chang},
  title        = {Scene Dynamics: Counterfactual Critic Multi-Agent Training for Scene
                  Graph Generation},
  journal      = {CoRR},
  volume       = {abs/1812.02347},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.02347},
  eprinttype    = {arXiv},
  eprint       = {1812.02347},
  timestamp    = {Tue, 28 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-02347.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02378,
  author       = {Xu Yang and
                  Kaihua Tang and
                  Hanwang Zhang and
                  Jianfei Cai},
  title        = {Auto-Encoding Scene Graphs for Image Captioning},
  journal      = {CoRR},
  volume       = {abs/1812.02378},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.02378},
  eprinttype    = {arXiv},
  eprint       = {1812.02378},
  timestamp    = {Fri, 12 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-02378.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02664,
  author       = {Yulei Niu and
                  Hanwang Zhang and
                  Manli Zhang and
                  Jianhong Zhang and
                  Zhiwu Lu and
                  Ji{-}Rong Wen},
  title        = {Recursive Visual Attention in Visual Dialog},
  journal      = {CoRR},
  volume       = {abs/1812.02664},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.02664},
  eprinttype    = {arXiv},
  eprint       = {1812.02664},
  timestamp    = {Tue, 21 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-02664.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-03299,
  author       = {Daqing Liu and
                  Hanwang Zhang and
                  Zheng{-}Jun Zha and
                  Feng Wu},
  title        = {Explainability by Parsing: Neural Module Tree Networks for Natural
                  Language Visual Grounding},
  journal      = {CoRR},
  volume       = {abs/1812.03299},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.03299},
  eprinttype    = {arXiv},
  eprint       = {1812.03299},
  timestamp    = {Sat, 25 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-03299.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/ZhangYSZW17,
  author       = {Mingxing Zhang and
                  Yang Yang and
                  Fumin Shen and
                  Hanwang Zhang and
                  Yuan Wang},
  title        = {Multi-view feature selection and classification for Alzheimer's Disease
                  diagnosis},
  journal      = {Multim. Tools Appl.},
  volume       = {76},
  number       = {8},
  pages        = {10761--10775},
  year         = {2017},
  url          = {https://doi.org/10.1007/s11042-015-3173-5},
  doi          = {10.1007/S11042-015-3173-5},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mta/ZhangYSZW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/ZhangYSZW17a,
  author       = {Mingxing Zhang and
                  Yang Yang and
                  Fumin Shen and
                  Hanwang Zhang and
                  Yuan Wang},
  title        = {Erratum to: Multi-view feature selection and classification for Alzheimer's
                  Disease Diagnosis},
  journal      = {Multim. Tools Appl.},
  volume       = {76},
  number       = {8},
  pages        = {10777--10778},
  year         = {2017},
  url          = {https://doi.org/10.1007/s11042-016-3809-0},
  doi          = {10.1007/S11042-016-3809-0},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mta/ZhangYSZW17a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/GaoZZY17,
  author       = {Yue Gao and
                  Hanwang Zhang and
                  Xibin Zhao and
                  Shuicheng Yan},
  title        = {Event Classification in Microblogs via Social Tracking},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {8},
  number       = {3},
  pages        = {35:1--35:14},
  year         = {2017},
  url          = {https://doi.org/10.1145/2967502},
  doi          = {10.1145/2967502},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/GaoZZY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WeiHNZMC17,
  author       = {Xiaochi Wei and
                  Heyan Huang and
                  Liqiang Nie and
                  Hanwang Zhang and
                  Xianling Mao and
                  Tat{-}Seng Chua},
  title        = {I Know What You Want to Express: Sentence Element Inference by Incorporating
                  External Knowledge Base},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {29},
  number       = {2},
  pages        = {344--358},
  year         = {2017},
  url          = {https://doi.org/10.1109/TKDE.2016.2622705},
  doi          = {10.1109/TKDE.2016.2622705},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/WeiHNZMC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/KyawQGZZXWC17,
  author       = {Zawlin Kyaw and
                  Shuhan Qi and
                  Ke Gao and
                  Hanwang Zhang and
                  Luming Zhang and
                  Jun Xiao and
                  Xuan Wang and
                  Tat{-}Seng Chua},
  title        = {Matryoshka Peek: Toward Learning Fine-Grained, Robust, Discriminative
                  Features for Product Search},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {19},
  number       = {6},
  pages        = {1272--1284},
  year         = {2017},
  url          = {https://doi.org/10.1109/TMM.2017.2655422},
  doi          = {10.1109/TMM.2017.2655422},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmm/KyawQGZZXWC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/GaoGZXS17,
  author       = {Lianli Gao and
                  Zhao Guo and
                  Hanwang Zhang and
                  Xing Xu and
                  Heng Tao Shen},
  title        = {Video Captioning With Attention-Based {LSTM} and Semantic Consistency},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {19},
  number       = {9},
  pages        = {2045--2055},
  year         = {2017},
  url          = {https://doi.org/10.1109/TMM.2017.2729019},
  doi          = {10.1109/TMM.2017.2729019},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmm/GaoGZXS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/ZhaoZHWC17,
  author       = {Na Zhao and
                  Hanwang Zhang and
                  Richang Hong and
                  Meng Wang and
                  Tat{-}Seng Chua},
  title        = {VideoWhisper: Toward Discriminative Unsupervised Video Feature Learning
                  With Attention-Based Recurrent Neural Networks},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {19},
  number       = {9},
  pages        = {2080--2092},
  year         = {2017},
  url          = {https://doi.org/10.1109/TMM.2017.2722687},
  doi          = {10.1109/TMM.2017.2722687},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tmm/ZhaoZHWC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adc/ZhangYZJXS17,
  author       = {Mingxing Zhang and
                  Yang Yang and
                  Hanwang Zhang and
                  Yanli Ji and
                  Ning Xie and
                  Heng Tao Shen},
  editor       = {Zi Huang and
                  Xiaokui Xiao and
                  Xin Cao},
  title        = {Deep Semantic Indexing Using Convolutional Localization Network with
                  Region-Based Visual Attention for Image Database},
  booktitle    = {Databases Theory and Applications - 28th Australasian Database Conference,
                  {ADC} 2017, Brisbane, QLD, Australia, September 25-28, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10538},
  pages        = {261--272},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-68155-9\_20},
  doi          = {10.1007/978-3-319-68155-9\_20},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/adc/ZhangYZJXS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangKCC17,
  author       = {Hanwang Zhang and
                  Zawlin Kyaw and
                  Shih{-}Fu Chang and
                  Tat{-}Seng Chua},
  title        = {Visual Translation Embedding Network for Visual Relation Detection},
  booktitle    = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
  pages        = {3107--3115},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/CVPR.2017.331},
  doi          = {10.1109/CVPR.2017.331},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhangKCC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChenZXNSLC17,
  author       = {Long Chen and
                  Hanwang Zhang and
                  Jun Xiao and
                  Liqiang Nie and
                  Jian Shao and
                  Wei Liu and
                  Tat{-}Seng Chua},
  title        = {{SCA-CNN:} Spatial and Channel-Wise Attention in Convolutional Networks
                  for Image Captioning},
  booktitle    = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
  pages        = {6298--6306},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/CVPR.2017.667},
  doi          = {10.1109/CVPR.2017.667},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/ChenZXNSLC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhangKYC17,
  author       = {Hanwang Zhang and
                  Zawlin Kyaw and
                  Jinyang Yu and
                  Shih{-}Fu Chang},
  title        = {{PPR-FCN:} Weakly Supervised Visual Relation Detection via Parallel
                  Pairwise {R-FCN}},
  booktitle    = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
                  Italy, October 22-29, 2017},
  pages        = {4243--4251},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.ieeecomputersociety.org/10.1109/ICCV.2017.454},
  doi          = {10.1109/ICCV.2017.454},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/ZhangKYC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/ZhaoZZHWC17,
  author       = {Na Zhao and
                  Hanwang Zhang and
                  Mingxing Zhang and
                  Richang Hong and
                  Meng Wang and
                  Tat{-}Seng Chua},
  title        = {{VIDEOWHISPER:} Towards unsupervised learning of discriminative features
                  of videos with {RNN}},
  booktitle    = {2017 {IEEE} International Conference on Multimedia and Expo, {ICME}
                  2017, Hong Kong, China, July 10-14, 2017},
  pages        = {277--282},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICME.2017.8019344},
  doi          = {10.1109/ICME.2017.8019344},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmcs/ZhaoZZHWC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/ShangRZWC17,
  author       = {Xindi Shang and
                  Tongwei Ren and
                  Hanwang Zhang and
                  Gangshan Wu and
                  Tat{-}Seng Chua},
  title        = {Object trajectory proposal},
  booktitle    = {2017 {IEEE} International Conference on Multimedia and Expo, {ICME}
                  2017, Hong Kong, China, July 10-14, 2017},
  pages        = {331--336},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICME.2017.8019391},
  doi          = {10.1109/ICME.2017.8019391},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmcs/ShangRZWC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvip/KongLLZ17,
  author       = {Lili Kong and
                  Jiancheng Lv and
                  Mao Li and
                  Hanwang Zhang},
  title        = {Extracting Generic Features of Artistic Style via Deep Convolutional
                  Neural Network},
  booktitle    = {Proceedings of the International Conference on Video and Image Processing,
                  {ICVIP} 2017, Singapore, December 27-29, 2017},
  pages        = {119--123},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3177404.3177421},
  doi          = {10.1145/3177404.3177421},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icvip/KongLLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XiaoY0ZWC17,
  author       = {Jun Xiao and
                  Hao Ye and
                  Xiangnan He and
                  Hanwang Zhang and
                  Fei Wu and
                  Tat{-}Seng Chua},
  editor       = {Carles Sierra},
  title        = {Attentional Factorization Machines: Learning the Weight of Feature
                  Interactions via Attention Networks},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {3119--3125},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/435},
  doi          = {10.24963/IJCAI.2017/435},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/XiaoY0ZWC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ZhangWZLEHLJC17,
  author       = {Tongtao Zhang and
                  Spencer Whitehead and
                  Hanwang Zhang and
                  Hongzhi Li and
                  Joseph G. Ellis and
                  Lifu Huang and
                  Wei Liu and
                  Heng Ji and
                  Shih{-}Fu Chang},
  editor       = {Qiong Liu and
                  Rainer Lienhart and
                  Haohong Wang and
                  Sheng{-}Wei "Kuan{-}Ta" Chen and
                  Susanne Boll and
                  Yi{-}Ping Phoebe Chen and
                  Gerald Friedland and
                  Jia Li and
                  Shuicheng Yan},
  title        = {Improving Event Extraction via Multimodal Integration},
  booktitle    = {Proceedings of the 2017 {ACM} on Multimedia Conference, {MM} 2017,
                  Mountain View, CA, USA, October 23-27, 2017},
  pages        = {270--278},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3123266.3123294},
  doi          = {10.1145/3123266.3123294},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/ZhangWZLEHLJC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/NieWZ0ZHT17,
  author       = {Liqiang Nie and
                  Xiang Wang and
                  Jianglong Zhang and
                  Xiangnan He and
                  Hanwang Zhang and
                  Richang Hong and
                  Qi Tian},
  editor       = {Qiong Liu and
                  Rainer Lienhart and
                  Haohong Wang and
                  Sheng{-}Wei "Kuan{-}Ta" Chen and
                  Susanne Boll and
                  Yi{-}Ping Phoebe Chen and
                  Gerald Friedland and
                  Jia Li and
                  Shuicheng Yan},
  title        = {Enhancing Micro-video Understanding by Harnessing External Sounds},
  booktitle    = {Proceedings of the 2017 {ACM} on Multimedia Conference, {MM} 2017,
                  Mountain View, CA, USA, October 23-27, 2017},
  pages        = {1192--1200},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3123266.3123313},
  doi          = {10.1145/3123266.3123313},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/NieWZ0ZHT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ShangRGZC17,
  author       = {Xindi Shang and
                  Tongwei Ren and
                  Jingfan Guo and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  editor       = {Qiong Liu and
                  Rainer Lienhart and
                  Haohong Wang and
                  Sheng{-}Wei "Kuan{-}Ta" Chen and
                  Susanne Boll and
                  Yi{-}Ping Phoebe Chen and
                  Gerald Friedland and
                  Jia Li and
                  Shuicheng Yan},
  title        = {Video Visual Relation Detection},
  booktitle    = {Proceedings of the 2017 {ACM} on Multimedia Conference, {MM} 2017,
                  Mountain View, CA, USA, October 23-27, 2017},
  pages        = {1300--1308},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3123266.3123380},
  doi          = {10.1145/3123266.3123380},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/ShangRGZC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/XuZX0Z0Z17,
  author       = {Dejing Xu and
                  Zhou Zhao and
                  Jun Xiao and
                  Fei Wu and
                  Hanwang Zhang and
                  Xiangnan He and
                  Yueting Zhuang},
  editor       = {Qiong Liu and
                  Rainer Lienhart and
                  Haohong Wang and
                  Sheng{-}Wei "Kuan{-}Ta" Chen and
                  Susanne Boll and
                  Yi{-}Ping Phoebe Chen and
                  Gerald Friedland and
                  Jia Li and
                  Shuicheng Yan},
  title        = {Video Question Answering via Gradually Refined Attention over Appearance
                  and Motion},
  booktitle    = {Proceedings of the 2017 {ACM} on Multimedia Conference, {MM} 2017,
                  Mountain View, CA, USA, October 23-27, 2017},
  pages        = {1645--1653},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3123266.3123427},
  doi          = {10.1145/3123266.3123427},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/XuZX0Z0Z17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ChenZ0NLC17,
  author       = {Jingyuan Chen and
                  Hanwang Zhang and
                  Xiangnan He and
                  Liqiang Nie and
                  Wei Liu and
                  Tat{-}Seng Chua},
  editor       = {Noriko Kando and
                  Tetsuya Sakai and
                  Hideo Joho and
                  Hang Li and
                  Arjen P. de Vries and
                  Ryen W. White},
  title        = {Attentive Collaborative Filtering: Multimedia Recommendation with
                  Item- and Component-Level Attention},
  booktitle    = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
                  Research and Development in Information Retrieval, Shinjuku, Tokyo,
                  Japan, August 7-11, 2017},
  pages        = {335--344},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3077136.3080797},
  doi          = {10.1145/3077136.3080797},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/ChenZ0NLC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HeLZNHC17,
  author       = {Xiangnan He and
                  Lizi Liao and
                  Hanwang Zhang and
                  Liqiang Nie and
                  Xia Hu and
                  Tat{-}Seng Chua},
  editor       = {Rick Barrett and
                  Rick Cummings and
                  Eugene Agichtein and
                  Evgeniy Gabrilovich},
  title        = {Neural Collaborative Filtering},
  booktitle    = {Proceedings of the 26th International Conference on World Wide Web,
                  {WWW} 2017, Perth, Australia, April 3-7, 2017},
  pages        = {173--182},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3038912.3052569},
  doi          = {10.1145/3038912.3052569},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/HeLZNHC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangKCC17,
  author       = {Hanwang Zhang and
                  Zawlin Kyaw and
                  Shih{-}Fu Chang and
                  Tat{-}Seng Chua},
  title        = {Visual Translation Embedding Network for Visual Relation Detection},
  journal      = {CoRR},
  volume       = {abs/1702.08319},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.08319},
  eprinttype    = {arXiv},
  eprint       = {1702.08319},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhangKCC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiaoHZC17,
  author       = {Lizi Liao and
                  Xiangnan He and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  title        = {Attributed Social Network Embedding},
  journal      = {CoRR},
  volume       = {abs/1705.04969},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.04969},
  eprinttype    = {arXiv},
  eprint       = {1705.04969},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LiaoHZC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-01956,
  author       = {Hanwang Zhang and
                  Zawlin Kyaw and
                  Jinyang Yu and
                  Shih{-}Fu Chang},
  title        = {{PPR-FCN:} Weakly Supervised Visual Relation Detection via Parallel
                  Pairwise {R-FCN}},
  journal      = {CoRR},
  volume       = {abs/1708.01956},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.01956},
  eprinttype    = {arXiv},
  eprint       = {1708.01956},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-01956.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-04617,
  author       = {Jun Xiao and
                  Hao Ye and
                  Xiangnan He and
                  Hanwang Zhang and
                  Fei Wu and
                  Tat{-}Seng Chua},
  title        = {Attentional Factorization Machines: Learning the Weight of Feature
                  Interactions via Attention Networks},
  journal      = {CoRR},
  volume       = {abs/1708.04617},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.04617},
  eprinttype    = {arXiv},
  eprint       = {1708.04617},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-04617.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05024,
  author       = {Xiangnan He and
                  Hanwang Zhang and
                  Min{-}Yen Kan and
                  Tat{-}Seng Chua},
  title        = {Fast Matrix Factorization for Online Recommendation with Implicit
                  Feedback},
  journal      = {CoRR},
  volume       = {abs/1708.05024},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.05024},
  eprinttype    = {arXiv},
  eprint       = {1708.05024},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-05024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05031,
  author       = {Xiangnan He and
                  Lizi Liao and
                  Hanwang Zhang and
                  Liqiang Nie and
                  Xia Hu and
                  Tat{-}Seng Chua},
  title        = {Neural Collaborative Filtering},
  journal      = {CoRR},
  volume       = {abs/1708.05031},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.05031},
  eprinttype    = {arXiv},
  eprint       = {1708.05031},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-05031.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-01892,
  author       = {Hanwang Zhang and
                  Yulei Niu and
                  Shih{-}Fu Chang},
  title        = {Grounding Referring Expressions in Images by Variational Context},
  journal      = {CoRR},
  volume       = {abs/1712.01892},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.01892},
  eprinttype    = {arXiv},
  eprint       = {1712.01892},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-01892.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-01928,
  author       = {Long Chen and
                  Hanwang Zhang and
                  Jun Xiao and
                  Wei Liu and
                  Shih{-}Fu Chang},
  title        = {Zero-Shot Visual Recognition using Semantics-Preserving Adversarial
                  Embedding Network},
  journal      = {CoRR},
  volume       = {abs/1712.01928},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.01928},
  eprinttype    = {arXiv},
  eprint       = {1712.01928},
  timestamp    = {Tue, 28 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-01928.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmir/ZhaoZWHC16,
  author       = {Na Zhao and
                  Hanwang Zhang and
                  Meng Wang and
                  Richang Hong and
                  Tat{-}Seng Chua},
  title        = {Learning content-social influential features for influence analysis},
  journal      = {Int. J. Multim. Inf. Retr.},
  volume       = {5},
  number       = {3},
  pages        = {137--149},
  year         = {2016},
  url          = {https://doi.org/10.1007/s13735-016-0102-y},
  doi          = {10.1007/S13735-016-0102-Y},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijmir/ZhaoZWHC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangYZSZ16,
  author       = {Mingxing Zhang and
                  Yang Yang and
                  Hanwang Zhang and
                  Fumin Shen and
                  Dongxiang Zhang},
  title        = {L\({}_{\mbox{2, p}}\)-norm and sample constraint based feature selection
                  and classification for {AD} diagnosis},
  journal      = {Neurocomputing},
  volume       = {195},
  pages        = {104--111},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.neucom.2015.08.111},
  doi          = {10.1016/J.NEUCOM.2015.08.111},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/ZhangYZSZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ShenZY16,
  author       = {Fumin Shen and
                  Hanwang Zhang and
                  Yang Yang},
  title        = {Binary representation learning in computer vision},
  journal      = {Neurocomputing},
  volume       = {213},
  pages        = {1--4},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.neucom.2016.06.053},
  doi          = {10.1016/J.NEUCOM.2016.06.053},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/ShenZY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/ShenYLZS16,
  author       = {Fumin Shen and
                  Wankou Yang and
                  Hanxi Li and
                  Hanwang Zhang and
                  Heng Tao Shen},
  title        = {Robust regression based face recognition with fast outlier removal},
  journal      = {Multim. Tools Appl.},
  volume       = {75},
  number       = {20},
  pages        = {12535--12546},
  year         = {2016},
  url          = {https://doi.org/10.1007/s11042-014-2340-4},
  doi          = {10.1007/S11042-014-2340-4},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mta/ShenYLZS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhangZZYWLLC16,
  author       = {Xishan Zhang and
                  Hanwang Zhang and
                  Yongdong Zhang and
                  Yang Yang and
                  Meng Wang and
                  Huan{-}Bo Luan and
                  Jintao Li and
                  Tat{-}Seng Chua},
  title        = {Deep Fusion of Multiple Semantic Cues for Complex Event Recognition},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {25},
  number       = {3},
  pages        = {1033--1046},
  year         = {2016},
  url          = {https://doi.org/10.1109/TIP.2015.2511585},
  doi          = {10.1109/TIP.2015.2511585},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/ZhangZZYWLLC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/LiuXZNWY16,
  author       = {Luoqi Liu and
                  Chao Xiong and
                  Hanwang Zhang and
                  Zhiheng Niu and
                  Meng Wang and
                  Shuicheng Yan},
  title        = {Deep Aging Face Verification With Large Gaps},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {18},
  number       = {1},
  pages        = {64--75},
  year         = {2016},
  url          = {https://doi.org/10.1109/TMM.2015.2500730},
  doi          = {10.1109/TMM.2015.2500730},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmm/LiuXZNWY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/ZhangSLWC16,
  author       = {Hanwang Zhang and
                  Xindi Shang and
                  Huan{-}Bo Luan and
                  Meng Wang and
                  Tat{-}Seng Chua},
  title        = {Learning from Collective Intelligence: Feature Learning Using Social
                  Images and Tags},
  journal      = {{ACM} Trans. Multim. Comput. Commun. Appl.},
  volume       = {13},
  number       = {1},
  pages        = {1:1--1:23},
  year         = {2016},
  url          = {https://doi.org/10.1145/2978656},
  doi          = {10.1145/2978656},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tomccap/ZhangSLWC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangZSLC16,
  author       = {Hanwang Zhang and
                  Na Zhao and
                  Xindi Shang and
                  Huan{-}Bo Luan and
                  Tat{-}Seng Chua},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {Discrete Image Hashing Using Large Weakly Annotated Photo Collections},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {3669--3675},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10453},
  doi          = {10.1609/AAAI.V30I1.10453},
  timestamp    = {Mon, 04 Sep 2023 15:08:28 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhangZSLC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangSYXLC16,
  author       = {Hanwang Zhang and
                  Xindi Shang and
                  Wenzhuo Yang and
                  Huan Xu and
                  Huan{-}Bo Luan and
                  Tat{-}Seng Chua},
  title        = {Online Collaborative Learning for Open-Vocabulary Visual Classifiers},
  booktitle    = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
  pages        = {2809--2817},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CVPR.2016.307},
  doi          = {10.1109/CVPR.2016.307},
  timestamp    = {Tue, 12 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhangSYXLC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/QiZZWGYC16,
  author       = {Shuhan Qi and
                  Kyaw Zawlin and
                  Hanwang Zhang and
                  Xuan Wang and
                  Ke Gao and
                  Lin Yao and
                  Tat{-}Seng Chua},
  title        = {Saliency meets spatial quantization: {A} practical framework for large
                  scale product search},
  booktitle    = {2016 {IEEE} International Conference on Multimedia {\&} Expo Workshops,
                  {ICME} Workshops 2016, Seattle, WA, USA, July 11-15, 2016},
  pages        = {1--6},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICMEW.2016.7574756},
  doi          = {10.1109/ICMEW.2016.7574756},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmcs/QiZZWGYC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/HongHZC16,
  author       = {Richang Hong and
                  Jun He and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  editor       = {Alan Hanjalic and
                  Cees Snoek and
                  Marcel Worring and
                  Dick C. A. Bulterman and
                  Benoit Huet and
                  Aisling Kelliher and
                  Yiannis Kompatsiaris and
                  Jin Li},
  title        = {Mental Visual Indexing: Towards Fast Video Browsing},
  booktitle    = {Proceedings of the 2016 {ACM} Conference on Multimedia Conference,
                  {MM} 2016, Amsterdam, The Netherlands, October 15-19, 2016},
  pages        = {621--625},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2964284.2967296},
  doi          = {10.1145/2964284.2967296},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/HongHZC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/HeZSHC16,
  author       = {Jun He and
                  Hanwang Zhang and
                  Ling Shen and
                  Richang Hong and
                  Tat{-}Seng Chua},
  editor       = {Alan Hanjalic and
                  Cees Snoek and
                  Marcel Worring and
                  Dick C. A. Bulterman and
                  Benoit Huet and
                  Aisling Kelliher and
                  Yiannis Kompatsiaris and
                  Jin Li},
  title        = {An Intention-Aware Interactive System for Mobile Video Browsing},
  booktitle    = {Proceedings of the 2016 {ACM} Conference on Multimedia Conference,
                  {MM} 2016, Amsterdam, The Netherlands, October 15-19, 2016},
  pages        = {705--707},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2964284.2973814},
  doi          = {10.1145/2964284.2973814},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/HeZSHC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ZhangWHC16,
  author       = {Hanwang Zhang and
                  Meng Wang and
                  Richang Hong and
                  Tat{-}Seng Chua},
  editor       = {Alan Hanjalic and
                  Cees Snoek and
                  Marcel Worring and
                  Dick C. A. Bulterman and
                  Benoit Huet and
                  Aisling Kelliher and
                  Yiannis Kompatsiaris and
                  Jin Li},
  title        = {Play and Rewind: Optimizing Binary Representations of Videos by Self-Supervised
                  Temporal Hashing},
  booktitle    = {Proceedings of the 2016 {ACM} Conference on Multimedia Conference,
                  {MM} 2016, Amsterdam, The Netherlands, October 15-19, 2016},
  pages        = {781--790},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2964284.2964308},
  doi          = {10.1145/2964284.2964308},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/ZhangWHC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ChenSNWZC16,
  author       = {Jingyuan Chen and
                  Xuemeng Song and
                  Liqiang Nie and
                  Xiang Wang and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  editor       = {Alan Hanjalic and
                  Cees Snoek and
                  Marcel Worring and
                  Dick C. A. Bulterman and
                  Benoit Huet and
                  Aisling Kelliher and
                  Yiannis Kompatsiaris and
                  Jin Li},
  title        = {Micro Tells Macro: Predicting the Popularity of Micro-Videos via a
                  Transductive Model},
  booktitle    = {Proceedings of the 2016 {ACM} Conference on Multimedia Conference,
                  {MM} 2016, Amsterdam, The Netherlands, October 15-19, 2016},
  pages        = {898--907},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2964284.2964314},
  doi          = {10.1145/2964284.2964314},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/ChenSNWZC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/ShangZC16,
  author       = {Xindi Shang and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  editor       = {Qi Tian and
                  Nicu Sebe and
                  Guo{-}Jun Qi and
                  Benoit Huet and
                  Richang Hong and
                  Xueliang Liu},
  title        = {Deep Learning Generic Features for Cross-Media Retrieval},
  booktitle    = {MultiMedia Modeling - 22nd International Conference, {MMM} 2016, Miami,
                  FL, USA, January 4-6, 2016, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9516},
  pages        = {264--275},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-27671-7\_22},
  doi          = {10.1007/978-3-319-27671-7\_22},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mmm/ShangZC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/HeSZC16,
  author       = {Jun He and
                  Xindi Shang and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  editor       = {Qi Tian and
                  Nicu Sebe and
                  Guo{-}Jun Qi and
                  Benoit Huet and
                  Richang Hong and
                  Xueliang Liu},
  title        = {Mental Visual Browsing},
  booktitle    = {MultiMedia Modeling - 22nd International Conference, {MMM} 2016, Miami,
                  FL, USA, January 4-6, 2016, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9517},
  pages        = {424--428},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-27674-8\_44},
  doi          = {10.1007/978-3-319-27674-8\_44},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mmm/HeSZC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangSLHLC16,
  author       = {Hanwang Zhang and
                  Fumin Shen and
                  Wei Liu and
                  Xiangnan He and
                  Huanbo Luan and
                  Tat{-}Seng Chua},
  editor       = {Raffaele Perego and
                  Fabrizio Sebastiani and
                  Javed A. Aslam and
                  Ian Ruthven and
                  Justin Zobel},
  title        = {Discrete Collaborative Filtering},
  booktitle    = {Proceedings of the 39th International {ACM} {SIGIR} conference on
                  Research and Development in Information Retrieval, {SIGIR} 2016, Pisa,
                  Italy, July 17-21, 2016},
  pages        = {325--334},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2911451.2911502},
  doi          = {10.1145/2911451.2911502},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/ZhangSLHLC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HeZKC16,
  author       = {Xiangnan He and
                  Hanwang Zhang and
                  Min{-}Yen Kan and
                  Tat{-}Seng Chua},
  editor       = {Raffaele Perego and
                  Fabrizio Sebastiani and
                  Javed A. Aslam and
                  Ian Ruthven and
                  Justin Zobel},
  title        = {Fast Matrix Factorization for Online Recommendation with Implicit
                  Feedback},
  booktitle    = {Proceedings of the 39th International {ACM} {SIGIR} conference on
                  Research and Development in Information Retrieval, {SIGIR} 2016, Pisa,
                  Italy, July 17-21, 2016},
  pages        = {549--558},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2911451.2911489},
  doi          = {10.1145/2911451.2911489},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/HeZKC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenZXNSC16,
  author       = {Long Chen and
                  Hanwang Zhang and
                  Jun Xiao and
                  Liqiang Nie and
                  Jian Shao and
                  Tat{-}Seng Chua},
  title        = {{SCA-CNN:} Spatial and Channel-wise Attention in Convolutional Networks
                  for Image Captioning},
  journal      = {CoRR},
  volume       = {abs/1611.05594},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.05594},
  eprinttype    = {arXiv},
  eprint       = {1611.05594},
  timestamp    = {Tue, 28 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChenZXNSC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/BianYZC15,
  author       = {Jingwen Bian and
                  Yang Yang and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  title        = {Multimedia Summarization for Social Events in Microblog Stream},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {17},
  number       = {2},
  pages        = {216--228},
  year         = {2015},
  url          = {https://doi.org/10.1109/TMM.2014.2384912},
  doi          = {10.1109/TMM.2014.2384912},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmm/BianYZC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/ZhangYZLLZC15,
  author       = {Xishan Zhang and
                  Yang Yang and
                  Yongdong Zhang and
                  Huan{-}Bo Luan and
                  Jintao Li and
                  Hanwang Zhang and
                  Tat{-}Seng Chua},
  title        = {Enhancing Video Event Recognition Using Automatically Constructed
                  Semantic-Visual Knowledge Base},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {17},
  number       = {9},
  pages        = {1562--1575},
  year         = {2015},
  url          = {https://doi.org/10.1109/TMM.2015.2449660},
  doi          = {10.1109/TMM.2015.2449660},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmm/ZhangYZLLZC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GengZBC15,
  author       = {Xue Geng and
                  Hanwang Zhang and
                  Jingwen Bian and
                  Tat{-}Seng Chua},
  title        = {Learning Image and User Features for Recommendation in Social Networks},
  booktitle    = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
                  Santiago, Chile, December 7-13, 2015},
  pages        = {4274--4282},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICCV.2015.486},
  doi          = {10.1109/ICCV.2015.486},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/GengZBC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/YangZZSL15,
  author       = {Yang Yang and
                  Hanwang Zhang and
                  Mingxing Zhang and
                  Fumin Shen and
                  Xuelong Li},
  editor       = {Xiaofang Zhou and
                  Alan F. Smeaton and
                  Qi Tian and
                  Dick C. A. Bulterman and
                  Heng Tao Shen and
                  Ketan Mayer{-}Patel and
                  Shuicheng Yan},
  title        = {Visual Coding in a Semantic Hierarchy},
  booktitle    = {Proceedings of the 23rd Annual {ACM} Conference on Multimedia Conference,
                  {MM} '15, Brisbane, Australia, October 26 - 30, 2015},
  pages        = {59--68},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2733373.2806244},
  doi          = {10.1145/2733373.2806244},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/YangZZSL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/HuYZSSZ15,
  author       = {Mengqiu Hu and
                  Yang Yang and
                  Hanwang Zhang and
                  Fumin Shen and
                  Jie Shao and
                  Fuhao Zou},
  editor       = {Xiaofang Zhou and
                  Alan F. Smeaton and
                  Qi Tian and
                  Dick C. A. Bulterman and
                  Heng Tao Shen and
                  Ketan Mayer{-}Patel and
                  Shuicheng Yan},
  title        = {Multi-view Semi-supervised Learning for Web Image Annotation},
  booktitle    = {Proceedings of the 23rd Annual {ACM} Conference on Multimedia Conference,
                  {MM} '15, Brisbane, Australia, October 26 - 30, 2015},
  pages        = {947--950},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2733373.2806371},
  doi          = {10.1145/2733373.2806371},
  timestamp    = {Tue, 28 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/HuYZSSZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ZhangSLYC15,
  author       = {Hanwang Zhang and
                  Xindi Shang and
                  Huan{-}Bo Luan and
                  Yang Yang and
                  Tat{-}Seng Chua},
  editor       = {Xiaofang Zhou and
                  Alan F. Smeaton and
                  Qi Tian and
                  Dick C. A. Bulterman and
                  Heng Tao Shen and
                  Ketan Mayer{-}Patel and
                  Shuicheng Yan},
  title        = {Learning Features from Large-Scale, Noisy and Social Image-Tag Collection},
  booktitle    = {Proceedings of the 23rd Annual {ACM} Conference on Multimedia Conference,
                  {MM} '15, Brisbane, Australia, October 26 - 30, 2015},
  pages        = {1079--1082},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2733373.2806286},
  doi          = {10.1145/2733373.2806286},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/ZhangSLYC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pcm/ZhangSZXY15,
  author       = {Mingxing Zhang and
                  Fumin Shen and
                  Hanwang Zhang and
                  Ning Xie and
                  Wankou Yang},
  editor       = {Yo{-}Sung Ho and
                  Jitao Sang and
                  Yong Man Ro and
                  Junmo Kim and
                  Fei Wu},
  title        = {Hashing with Inductive Supervised Learning},
  booktitle    = {Advances in Multimedia Information Processing - {PCM} 2015 - 16th
                  Pacific-Rim Conference on Multimedia, Gwangju, South Korea, September
                  16-18, 2015, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9315},
  pages        = {447--455},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-24078-7\_45},
  doi          = {10.1007/978-3-319-24078-7\_45},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pcm/ZhangSZXY15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhangZYYC14,
  author       = {Hanwang Zhang and
                  Zheng{-}Jun Zha and
                  Yang Yang and
                  Shuicheng Yan and
                  Tat{-}Seng Chua},
  title        = {Robust (Semi) Nonnegative Graph Embedding},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {23},
  number       = {7},
  pages        = {2996--3012},
  year         = {2014},
  url          = {https://doi.org/10.1109/TIP.2014.2325784},
  doi          = {10.1109/TIP.2014.2325784},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/ZhangZYYC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/ZhangZYYGC14,
  author       = {Hanwang Zhang and
                  Zheng{-}Jun Zha and
                  Yang Yang and
                  Shuicheng Yan and
                  Yue Gao and
                  Tat{-}Seng Chua},
  title        = {Attribute-Augmented Semantic Hierarchy: Towards a Unified Framework
                  for Content-Based Image Retrieval},
  journal      = {{ACM} Trans. Multim. Comput. Commun. Appl.},
  volume       = {11},
  number       = {1s},
  pages        = {21:1--21:21},
  year         = {2014},
  url          = {https://doi.org/10.1145/2637291},
  doi          = {10.1145/2637291},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tomccap/ZhangZYYGC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/YangGZSC14,
  author       = {Yang Yang and
                  Yue Gao and
                  Hanwang Zhang and
                  Jie Shao and
                  Tat{-}Seng Chua},
  editor       = {Mohan S. Kankanhalli and
                  Stefan M. R{\"{u}}ger and
                  R. Manmatha and
                  Joemon M. Jose and
                  Keith van Rijsbergen},
  title        = {Image Tagging with Social Assistance},
  booktitle    = {International Conference on Multimedia Retrieval, {ICMR} '14, Glasgow,
                  United Kingdom - April 01 - 04, 2014},
  pages        = {81},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2578726.2578731},
  doi          = {10.1145/2578726.2578731},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mir/YangGZSC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ZhangYLYC14,
  author       = {Hanwang Zhang and
                  Yang Yang and
                  Huan{-}Bo Luan and
                  Shuicheng Yan and
                  Tat{-}Seng Chua},
  editor       = {Kien A. Hua and
                  Yong Rui and
                  Ralf Steinmetz and
                  Alan Hanjalic and
                  Apostol Natsev and
                  Wenwu Zhu},
  title        = {Start from Scratch: Towards Automatically Identifying, Modeling, and
                  Naming Visual Attributes},
  booktitle    = {Proceedings of the {ACM} International Conference on Multimedia, {MM}
                  '14, Orlando, FL, USA, November 03 - 07, 2014},
  pages        = {187--196},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2647868.2654915},
  doi          = {10.1145/2647868.2654915},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/ZhangYLYC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ZhangGZZTZ14,
  author       = {Luming Zhang and
                  Yue Gao and
                  Chao Zhang and
                  Hanwang Zhang and
                  Qi Tian and
                  Roger Zimmermann},
  editor       = {Kien A. Hua and
                  Yong Rui and
                  Ralf Steinmetz and
                  Alan Hanjalic and
                  Apostol Natsev and
                  Wenwu Zhu},
  title        = {Perception-Guided Multimodal Feature Fusion for Photo Aesthetics Assessment},
  booktitle    = {Proceedings of the {ACM} International Conference on Multimedia, {MM}
                  '14, Orlando, FL, USA, November 03 - 07, 2014},
  pages        = {237--246},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2647868.2654903},
  doi          = {10.1145/2647868.2654903},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/ZhangGZZTZ14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/GengZSYLC14,
  author       = {Xue Geng and
                  Hanwang Zhang and
                  Zheng Song and
                  Yang Yang and
                  Huan{-}Bo Luan and
                  Tat{-}Seng Chua},
  editor       = {Kien A. Hua and
                  Yong Rui and
                  Ralf Steinmetz and
                  Alan Hanjalic and
                  Apostol Natsev and
                  Wenwu Zhu},
  title        = {One of a Kind: User Profiling by Social Curation},
  booktitle    = {Proceedings of the {ACM} International Conference on Multimedia, {MM}
                  '14, Orlando, FL, USA, November 03 - 07, 2014},
  pages        = {567--576},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2647868.2654950},
  doi          = {10.1145/2647868.2654950},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/GengZSYLC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/ZhaZWLC13,
  author       = {Zheng{-}Jun Zha and
                  Hanwang Zhang and
                  Meng Wang and
                  Huan{-}Bo Luan and
                  Tat{-}Seng Chua},
  title        = {Detecting Group Activities With Multi-Camera Context},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {23},
  number       = {5},
  pages        = {856--869},
  year         = {2013},
  url          = {https://doi.org/10.1109/TCSVT.2012.2226526},
  doi          = {10.1109/TCSVT.2012.2226526},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcsv/ZhaZWLC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ZhangZYYGC13,
  author       = {Hanwang Zhang and
                  Zheng{-}Jun Zha and
                  Yang Yang and
                  Shuicheng Yan and
                  Yue Gao and
                  Tat{-}Seng Chua},
  editor       = {Alejandro Jaimes and
                  Nicu Sebe and
                  Nozha Boujemaa and
                  Daniel Gatica{-}Perez and
                  David A. Shamma and
                  Marcel Worring and
                  Roger Zimmermann},
  title        = {Attribute-augmented semantic hierarchy: towards bridging semantic
                  gap and intention gap in image retrieval},
  booktitle    = {{ACM} Multimedia Conference, {MM} '13, Barcelona, Spain, October 21-25,
                  2013},
  pages        = {33--42},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2502081.2502093},
  doi          = {10.1145/2502081.2502093},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/ZhangZYYGC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangZYWC12,
  author       = {Hanwang Zhang and
                  Zheng{-}Jun Zha and
                  Shuicheng Yan and
                  Meng Wang and
                  Tat{-}Seng Chua},
  title        = {Robust Non-negative Graph Embedding: Towards noisy data, unreliable
                  graphs, and noisy labels},
  booktitle    = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  Providence, RI, USA, June 16-21, 2012},
  pages        = {2464--2471},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/CVPR.2012.6247961},
  doi          = {10.1109/CVPR.2012.6247961},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhangZYWC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ZhangZYBC12,
  author       = {Hanwang Zhang and
                  Zheng{-}Jun Zha and
                  Shuicheng Yan and
                  Jingwen Bian and
                  Tat{-}Seng Chua},
  editor       = {Noboru Babaguchi and
                  Kiyoharu Aizawa and
                  John R. Smith and
                  Shin'ichi Satoh and
                  Thomas Plagemann and
                  Xian{-}Sheng Hua and
                  Rong Yan},
  title        = {Attribute feedback},
  booktitle    = {Proceedings of the 20th {ACM} Multimedia Conference, {MM} '12, Nara,
                  Japan, October 29 - November 02, 2012},
  pages        = {79--88},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2393347.2393365},
  doi          = {10.1145/2393347.2393365},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/ZhangZYBC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/BianZZTC12,
  author       = {Jingwen Bian and
                  Zheng{-}Jun Zha and
                  Hanwang Zhang and
                  Qi Tian and
                  Tat{-}Seng Chua},
  editor       = {Noboru Babaguchi and
                  Kiyoharu Aizawa and
                  John R. Smith and
                  Shin'ichi Satoh and
                  Thomas Plagemann and
                  Xian{-}Sheng Hua and
                  Rong Yan},
  title        = {Visual query attributes suggestion},
  booktitle    = {Proceedings of the 20th {ACM} Multimedia Conference, {MM} '12, Nara,
                  Japan, October 29 - November 02, 2012},
  pages        = {869--872},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2393347.2396334},
  doi          = {10.1145/2393347.2396334},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/BianZZTC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ZhangZBGLC12,
  author       = {Hanwang Zhang and
                  Zheng{-}Jun Zha and
                  Jingwen Bian and
                  Yue Gao and
                  Huan{-}Bo Luan and
                  Tat{-}Seng Chua},
  editor       = {Noboru Babaguchi and
                  Kiyoharu Aizawa and
                  John R. Smith and
                  Shin'ichi Satoh and
                  Thomas Plagemann and
                  Xian{-}Sheng Hua and
                  Rong Yan},
  title        = {Attribute feedback},
  booktitle    = {Proceedings of the 20th {ACM} Multimedia Conference, {MM} '12, Nara,
                  Japan, October 29 - November 02, 2012},
  pages        = {1339--1340},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2393347.2396473},
  doi          = {10.1145/2393347.2396473},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/ZhangZBGLC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/WuXZZL09,
  author       = {Fei Wu and
                  Dingyin Xia and
                  Yueting Zhuang and
                  Hanwang Zhang and
                  Wenhao Liu},
  title        = {Web image interpretation: semi-supervised mining annotated words},
  booktitle    = {Proceedings of the 2009 {IEEE} International Conference on Multimedia
                  and Expo, {ICME} 2009, June 28 - July 2, 2009, New York City, NY,
                  {USA}},
  pages        = {1512--1515},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICME.2009.5202791},
  doi          = {10.1109/ICME.2009.5202791},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmcs/WuXZZL09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
a service of  Schloss Dagstuhl - Leibniz Center for Informatics