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ORCIDBibTeX records: Hao Zhang 0025
@phdthesis{DBLP:phd/us/Zhang21i,
author = {Hao Zhang},
title = {Machine Learning Parallelism Could Be Adaptive, Composable and Automated},
school = {Carnegie Mellon University, {USA}},
year = {2021},
url = {https://doi.org/10.1184/r1/14402450.v1},
doi = {10.1184/R1/14402450.V1},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Zhang21i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Zhang0XZLL21,
author = {Gengwei Zhang and
Yiming Gao and
Hang Xu and
Hao Zhang and
Zhenguo Li and
Xiaodan Liang},
title = {Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation},
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 = {3333--3341},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i4.16445},
doi = {10.1609/AAAI.V35I4.16445},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Zhang0XZLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/QiaoCSNH0GX21,
author = {Aurick Qiao and
Sang Keun Choe and
Suhas Jayaram Subramanya and
Willie Neiswanger and
Qirong Ho and
Hao Zhang and
Gregory R. Ganger and
Eric P. Xing},
editor = {Angela Demke Brown and
Jay R. Lorch},
title = {Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep
Learning},
booktitle = {15th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2021, July 14-16, 2021},
publisher = {{USENIX} Association},
year = {2021},
url = {https://www.usenix.org/conference/osdi21/presentation/qiao},
timestamp = {Thu, 12 Aug 2021 18:19:16 +0200},
biburl = {https://dblp.org/rec/conf/osdi/QiaoCSNH0GX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0025LDLCX20,
author = {Hao Zhang and
Yuan Li and
Zhijie Deng and
Xiaodan Liang and
Lawrence Carin and
Eric P. Xing},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {AutoSync: Learning to Synchronize for Data-Parallel Distributed Deep
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/0a2298a72858d90d5c4b4fee954b6896-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0025LDLCX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12260,
author = {Aurick Qiao and
Willie Neiswanger and
Qirong Ho and
Hao Zhang and
Gregory R. Ganger and
Eric P. Xing},
title = {Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep
Learning},
journal = {CoRR},
volume = {abs/2008.12260},
year = {2020},
url = {https://arxiv.org/abs/2008.12260},
eprinttype = {arXiv},
eprint = {2008.12260},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01979,
author = {Zhijie Deng and
Xiao Yang and
Hao Zhang and
Yinpeng Dong and
Jun Zhu},
title = {BayesAdapter: Being Bayesian, Inexpensively and Robustly, via Bayeisan
Fine-tuning},
journal = {CoRR},
volume = {abs/2010.01979},
year = {2020},
url = {https://arxiv.org/abs/2010.01979},
eprinttype = {arXiv},
eprint = {2010.01979},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03603,
author = {Gengwei Zhang and
Yiming Gao and
Hang Xu and
Hao Zhang and
Zhenguo Li and
Xiaodan Liang},
title = {Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation},
journal = {CoRR},
volume = {abs/2012.03603},
year = {2020},
url = {https://arxiv.org/abs/2012.03603},
eprinttype = {arXiv},
eprint = {2012.03603},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DaiZDZX19,
author = {Wei Dai and
Yi Zhou and
Nanqing Dong and
Hao Zhang and
Eric P. Xing},
title = {Toward Understanding the Impact of Staleness in Distributed Machine
Learning},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=BylQV305YQ},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DaiZDZX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XuZHLSX19,
author = {Haowen Xu and
Hao Zhang and
Zhiting Hu and
Xiaodan Liang and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {AutoLoss: Learning Discrete Schedule for Alternate Optimization},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=BJgK6iA5KX},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XuZHLSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiangZLX18,
author = {Xiaodan Liang and
Hao Zhang and
Liang Lin and
Eric P. Xing},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Generative Semantic Manipulation with Mask-Contrasting {GAN}},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XIII}},
series = {Lecture Notes in Computer Science},
volume = {11217},
pages = {574--590},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01261-8\_34},
doi = {10.1007/978-3-030-01261-8\_34},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LiangZLX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/0003DWLZX18,
author = {Wei Dai and
Nanqing Dong and
Zeya Wang and
Xiaodan Liang and
Hao Zhang and
Eric P. Xing},
editor = {Danail Stoyanov and
Zeike Taylor and
Gustavo Carneiro and
Tanveer F. Syeda{-}Mahmood and
Anne L. Martel and
Lena Maier{-}Hein and
Jo{\~{a}}o Manuel R. S. Tavares and
Andrew P. Bradley and
Jo{\~{a}}o Paulo Papa and
Vasileios Belagiannis and
Jacinto C. Nascimento and
Zhi Lu and
Sailesh Conjeti and
Mehdi Moradi and
Hayit Greenspan and
Anant Madabhushi},
title = {{SCAN:} Structure Correcting Adversarial Network for Organ Segmentation
in Chest X-Rays},
booktitle = {Deep Learning in Medical Image Analysis - and - Multimodal Learning
for Clinical Decision Support - 4th International Workshop, {DLMIA}
2018, and 8th International Workshop, {ML-CDS} 2018, Held in Conjunction
with {MICCAI} 2018, Granada, Spain, September 20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11045},
pages = {263--273},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00889-5\_30},
doi = {10.1007/978-3-030-00889-5\_30},
timestamp = {Tue, 18 Apr 2023 21:52:48 +0200},
biburl = {https://dblp.org/rec/conf/miccai/0003DWLZX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiangHZLX18,
author = {Xiaodan Liang and
Zhiting Hu and
Hao Zhang and
Liang Lin and
Eric P. Xing},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Symbolic Graph Reasoning Meets Convolutions},
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 = {1858--1868},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/cbb6a3b884f4f88b3a8e3d44c636cbd8-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiangHZLX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/XuZN0KDHYX18,
author = {Shizhen Xu and
Hao Zhang and
Graham Neubig and
Wei Dai and
Jin Kyu Kim and
Zhijie Deng and
Qirong Ho and
Guangwen Yang and
Eric P. Xing},
editor = {Haryadi S. Gunawi and
Benjamin C. Reed},
title = {Cavs: An Efficient Runtime System for Dynamic Neural Networks},
booktitle = {Proceedings of the 2018 {USENIX} Annual Technical Conference, {USENIX}
{ATC} 2018, Boston, MA, USA, July 11-13, 2018},
pages = {937--950},
publisher = {{USENIX} Association},
year = {2018},
url = {https://www.usenix.org/conference/atc18/presentation/xu-shizen},
timestamp = {Tue, 16 Jul 2024 09:12:32 +0200},
biburl = {https://dblp.org/rec/conf/usenix/XuZN0KDHYX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02442,
author = {Haowen Xu and
Hao Zhang and
Zhiting Hu and
Xiaodan Liang and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {AutoLoss: Learning Discrete Schedules for Alternate Optimization},
journal = {CoRR},
volume = {abs/1810.02442},
year = {2018},
url = {http://arxiv.org/abs/1810.02442},
eprinttype = {arXiv},
eprint = {1810.02442},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03264,
author = {Wei Dai and
Yi Zhou and
Nanqing Dong and
Hao Zhang and
Eric P. Xing},
title = {Toward Understanding the Impact of Staleness in Distributed Machine
Learning},
journal = {CoRR},
volume = {abs/1810.03264},
year = {2018},
url = {http://arxiv.org/abs/1810.03264},
eprinttype = {arXiv},
eprint = {1810.03264},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiangHZGX17,
author = {Xiaodan Liang and
Zhiting Hu and
Hao Zhang and
Chuang Gan and
Eric P. Xing},
title = {Recurrent Topic-Transition {GAN} for Visual Paragraph Generation},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {3382--3391},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.364},
doi = {10.1109/ICCV.2017.364},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LiangHZGX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DengZLYXZX17,
author = {Zhijie Deng and
Hao Zhang and
Xiaodan Liang and
Luona Yang and
Shizhen Xu and
Jun Zhu and
Eric P. Xing},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Structured Generative Adversarial Networks},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {3899--3909},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/c3535febaff29fcb7c0d20cbe94391c7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/DengZLYXZX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/ZhangZXDHLHWXX17,
author = {Hao Zhang and
Zeyu Zheng and
Shizhen Xu and
Wei Dai and
Qirong Ho and
Xiaodan Liang and
Zhiting Hu and
Jinliang Wei and
Pengtao Xie and
Eric P. Xing},
editor = {Dilma Da Silva and
Bryan Ford},
title = {Poseidon: An Efficient Communication Architecture for Distributed
Deep Learning on {GPU} Clusters},
booktitle = {Proceedings of the 2017 {USENIX} Annual Technical Conference, {USENIX}
{ATC} 2017, Santa Clara, CA, USA, July 12-14, 2017},
pages = {181--193},
publisher = {{USENIX} Association},
year = {2017},
url = {https://www.usenix.org/conference/atc17/technical-sessions/presentation/zhang},
timestamp = {Tue, 16 Jul 2024 09:12:32 +0200},
biburl = {https://dblp.org/rec/conf/usenix/ZhangZXDHLHWXX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiangHZGX17,
author = {Xiaodan Liang and
Zhiting Hu and
Hao Zhang and
Chuang Gan and
Eric P. Xing},
title = {Recurrent Topic-Transition {GAN} for Visual Paragraph Generation},
journal = {CoRR},
volume = {abs/1703.07022},
year = {2017},
url = {http://arxiv.org/abs/1703.07022},
eprinttype = {arXiv},
eprint = {1703.07022},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiangHZGX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0014LZYX17,
author = {Hao Wang and
Xiaodan Liang and
Hao Zhang and
Dit{-}Yan Yeung and
Eric P. Xing},
title = {ZM-Net: Real-time Zero-shot Image Manipulation Network},
journal = {CoRR},
volume = {abs/1703.07255},
year = {2017},
url = {http://arxiv.org/abs/1703.07255},
eprinttype = {arXiv},
eprint = {1703.07255},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/0014LZYX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiDLZDLX17,
author = {Wei Dai and
Joseph Doyle and
Xiaodan Liang and
Hao Zhang and
Nanqing Dong and
Yuan Li and
Eric P. Xing},
title = {{SCAN:} Structure Correcting Adversarial Network for Chest X-rays
Organ Segmentation},
journal = {CoRR},
volume = {abs/1703.08770},
year = {2017},
url = {http://arxiv.org/abs/1703.08770},
eprinttype = {arXiv},
eprint = {1703.08770},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DaiDLZDLX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangZXDHLHWXX17,
author = {Hao Zhang and
Zeyu Zheng and
Shizhen Xu and
Wei Dai and
Qirong Ho and
Xiaodan Liang and
Zhiting Hu and
Jinliang Wei and
Pengtao Xie and
Eric P. Xing},
title = {Poseidon: An Efficient Communication Architecture for Distributed
Deep Learning on {GPU} Clusters},
journal = {CoRR},
volume = {abs/1706.03292},
year = {2017},
url = {http://arxiv.org/abs/1706.03292},
eprinttype = {arXiv},
eprint = {1706.03292},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangZXDHLHWXX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00315,
author = {Xiaodan Liang and
Hao Zhang and
Eric P. Xing},
title = {Generative Semantic Manipulation with Contrasting {GAN}},
journal = {CoRR},
volume = {abs/1708.00315},
year = {2017},
url = {http://arxiv.org/abs/1708.00315},
eprinttype = {arXiv},
eprint = {1708.00315},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00889,
author = {Zhijie Deng and
Hao Zhang and
Xiaodan Liang and
Luona Yang and
Shizhen Xu and
Jun Zhu and
Eric P. Xing},
title = {Structured Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1711.00889},
year = {2017},
url = {http://arxiv.org/abs/1711.00889},
eprinttype = {arXiv},
eprint = {1711.00889},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04048,
author = {Hao Zhang and
Shizhen Xu and
Graham Neubig and
Wei Dai and
Qirong Ho and
Guangwen Yang and
Eric P. Xing},
title = {Cavs: {A} Vertex-centric Programming Interface for Dynamic Neural
Networks},
journal = {CoRR},
volume = {abs/1712.04048},
year = {2017},
url = {http://arxiv.org/abs/1712.04048},
eprinttype = {arXiv},
eprint = {1712.04048},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/YanZWPY16,
author = {Zhicheng Yan and
Hao Zhang and
Baoyuan Wang and
Sylvain Paris and
Yizhou Yu},
title = {Automatic Photo Adjustment Using Deep Neural Networks},
journal = {{ACM} Trans. Graph.},
volume = {35},
number = {2},
pages = {11:1--11:15},
year = {2016},
url = {https://doi.org/10.1145/2790296},
doi = {10.1145/2790296},
timestamp = {Thu, 20 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tog/YanZWPY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangHDSYX16,
author = {Hao Zhang and
Zhiting Hu and
Yuntian Deng and
Mrinmaya Sachan and
Zhicheng Yan and
Eric P. Xing},
title = {Learning Concept Taxonomies from Multi-modal Data},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
1: Long Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-1169},
doi = {10.18653/V1/P16-1169},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangHDSYX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/CuiZGGX16,
author = {Henggang Cui and
Hao Zhang and
Gregory R. Ganger and
Phillip B. Gibbons and
Eric P. Xing},
editor = {Cristian Cadar and
Peter R. Pietzuch and
Kimberly Keeton and
Rodrigo Rodrigues},
title = {GeePS: scalable deep learning on distributed GPUs with a GPU-specialized
parameter server},
booktitle = {Proceedings of the Eleventh European Conference on Computer Systems,
EuroSys 2016, London, United Kingdom, April 18-21, 2016},
pages = {4:1--4:16},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2901318.2901323},
doi = {10.1145/2901318.2901323},
timestamp = {Thu, 12 Nov 2020 16:34:18 +0100},
biburl = {https://dblp.org/rec/conf/eurosys/CuiZGGX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YanZJBY16,
author = {Zhicheng Yan and
Hao Zhang and
Yangqing Jia and
Thomas M. Breuel and
Yizhou Yu},
title = {Combining the Best of Convolutional Layers and Recurrent Layers: {A}
Hybrid Network for Semantic Segmentation},
journal = {CoRR},
volume = {abs/1603.04871},
year = {2016},
url = {http://arxiv.org/abs/1603.04871},
eprinttype = {arXiv},
eprint = {1603.04871},
timestamp = {Thu, 15 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YanZJBY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangHDSYX16,
author = {Hao Zhang and
Zhiting Hu and
Yuntian Deng and
Mrinmaya Sachan and
Zhicheng Yan and
Eric P. Xing},
title = {Learning Concept Taxonomies from Multi-modal Data},
journal = {CoRR},
volume = {abs/1606.09239},
year = {2016},
url = {http://arxiv.org/abs/1606.09239},
eprinttype = {arXiv},
eprint = {1606.09239},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangHDSYX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/MiaoZM15,
author = {Yajie Miao and
Hao Zhang and
Florian Metze},
title = {Speaker Adaptive Training of Deep Neural Network Acoustic Models Using
I-Vectors},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {23},
number = {11},
pages = {1938--1949},
year = {2015},
url = {https://doi.org/10.1109/TASLP.2015.2457612},
doi = {10.1109/TASLP.2015.2457612},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/MiaoZM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MetzeGMSWXZKLLS15,
author = {Florian Metze and
Ankur Gandhe and
Yajie Miao and
Zaid Sheikh and
Yun Wang and
Di Xu and
Hao Zhang and
Jungsuk Kim and
Ian R. Lane and
Wonkyum Lee and
Sebastian St{\"{u}}ker and
Markus M{\"{u}}ller},
title = {Semi-supervised training in low-resource {ASR} and {KWS}},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {4699--4703},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178862},
doi = {10.1109/ICASSP.2015.7178862},
timestamp = {Tue, 16 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MetzeGMSWXZKLLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhangMM15,
author = {Hao Zhang and
Yajie Miao and
Florian Metze},
title = {Regularizing {DNN} acoustic models with Gaussian stochastic neurons},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {4964--4968},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178915},
doi = {10.1109/ICASSP.2015.7178915},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhangMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YanZPJDDY15,
author = {Zhicheng Yan and
Hao Zhang and
Robinson Piramuthu and
Vignesh Jagadeesh and
Dennis DeCoste and
Wei Di and
Yizhou Yu},
title = {{HD-CNN:} Hierarchical Deep Convolutional Neural Networks for Large
Scale Visual Recognition},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {2740--2748},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.314},
doi = {10.1109/ICCV.2015.314},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/YanZPJDDY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangKX15,
author = {Hao Zhang and
Gunhee Kim and
Eric P. Xing},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Dynamic Topic Modeling for Monitoring Market Competition from Online
Text and Image Data},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1425--1434},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783293},
doi = {10.1145/2783258.2783293},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangKX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangHWXKHX15,
author = {Hao Zhang and
Zhiting Hu and
Jinliang Wei and
Pengtao Xie and
Gunhee Kim and
Qirong Ho and
Eric P. Xing},
title = {Poseidon: {A} System Architecture for Efficient GPU-based Deep Learning
on Multiple Machines},
journal = {CoRR},
volume = {abs/1512.06216},
year = {2015},
url = {http://arxiv.org/abs/1512.06216},
eprinttype = {arXiv},
eprint = {1512.06216},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangHWXKHX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/MiaoZM14,
author = {Yajie Miao and
Hao Zhang and
Florian Metze},
editor = {Haizhou Li and
Helen M. Meng and
Bin Ma and
Engsiong Chng and
Lei Xie},
title = {Distributed learning of multilingual {DNN} feature extractors using
GPUs},
booktitle = {15th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2014, Singapore, September 14-18, 2014},
pages = {830--834},
publisher = {{ISCA}},
year = {2014},
url = {https://doi.org/10.21437/Interspeech.2014-211},
doi = {10.21437/INTERSPEECH.2014-211},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/MiaoZM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/MiaoZM14a,
author = {Yajie Miao and
Hao Zhang and
Florian Metze},
editor = {Haizhou Li and
Helen M. Meng and
Bin Ma and
Engsiong Chng and
Lei Xie},
title = {Towards speaker adaptive training of deep neural network acoustic
models},
booktitle = {15th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2014, Singapore, September 14-18, 2014},
pages = {2189--2193},
publisher = {{ISCA}},
year = {2014},
url = {https://doi.org/10.21437/Interspeech.2014-490},
doi = {10.21437/INTERSPEECH.2014-490},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/MiaoZM14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slt/MiaoJZM14,
author = {Yajie Miao and
Lu Jiang and
Hao Zhang and
Florian Metze},
title = {Improvements to speaker adaptive training of deep neural networks},
booktitle = {2014 {IEEE} Spoken Language Technology Workshop, {SLT} 2014, South
Lake Tahoe, NV, USA, December 7-10, 2014},
pages = {165--170},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SLT.2014.7078568},
doi = {10.1109/SLT.2014.7078568},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/slt/MiaoJZM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YanZWPY14,
author = {Zhicheng Yan and
Hao Zhang and
Baoyuan Wang and
Sylvain Paris and
Yizhou Yu},
title = {Automatic Photo Adjustment Using Deep Learning},
journal = {CoRR},
volume = {abs/1412.7725},
year = {2014},
url = {http://arxiv.org/abs/1412.7725},
eprinttype = {arXiv},
eprint = {1412.7725},
timestamp = {Thu, 20 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YanZWPY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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