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2020 – today
- 2021
[j26]Zihao Zhu, Yang Xiao
, Shuai Li, Zhiguo Cao, Zhiwen Fang, Joey Tianyi Zhou:
LPQ++: A discriminative blur-insensitive textural descriptor with spatial-channel interaction. Inf. Sci. 548: 191-211 (2021)- [j25]Joey Tianyi Zhou, Hao Zhang, Di Jin, Xi Peng:
Dual Adversarial Transfer for Sequence Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 43(2): 434-446 (2021) - [j24]Hongyuan Zhu, Yi Cheng, Xi Peng, Joey Tianyi Zhou, Zhao Kang, Shijian Lu, Zhiwen Fang, Liyuan Li, Joo-Hwee Lim:
Single-Image Dehazing via Compositional Adversarial Network. IEEE Trans. Cybern. 51(2): 829-838 (2021) - 2020
- [j23]Yujiao Tang, Zhiwen Fang, Shaofeng Yuan, Chang'an A. Zhan, Yanyan Xing, Joey Tianyi Zhou, Feng Yang:
iMSCGnet: Iterative Multi-Scale Context-Guided Segmentation of Skin Lesion in Dermoscopic Images. IEEE Access 8: 39700-39712 (2020) - [j22]Yang Wang, Meng Fang, Joey Tianyi Zhou, Tingting Mu, Dacheng Tao:
Big Cross-Modal Social Media Data Analytics With Deep Intelligence. IEEE Multim. 27(4): 6-8 (2020) - [j21]Zhao Kang, Guoxin Shi, Shudong Huang, Wenyu Chen, Xiaorong Pu, Joey Tianyi Zhou, Zenglin Xu:
Multi-graph fusion for multi-view spectral clustering. Knowl. Based Syst. 189 (2020) - [j20]Zhao Kang, Xinjia Zhao, Chong Peng, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng, Wenyu Chen, Zenglin Xu:
Partition level multiview subspace clustering. Neural Networks 122: 279-288 (2020) - [j19]Joey Tianyi Zhou, Le Zhang, Zhiwen Fang, Jiawei Du, Xi Peng, Yang Xiao:
Attention-Driven Loss for Anomaly Detection in Video Surveillance. IEEE Trans. Circuits Syst. Video Technol. 30(12): 4639-4647 (2020) - [j18]Guilei Hu, Yang Xiao, Zhiguo Cao, Lubin Meng, Zhiwen Fang, Joey Tianyi Zhou, Junsong Yuan:
Towards Real-Time Eyeblink Detection in the Wild: Dataset, Theory and Practices. IEEE Trans. Inf. Forensics Secur. 15: 2194-2208 (2020) - [j17]Boyun Li, Yuanbiao Gou, Jerry Zitao Liu, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng:
Zero-Shot Image Dehazing. IEEE Trans. Image Process. 29: 8457-8466 (2020) - [j16]Joey Tianyi Zhou, Hao Zhang, Di Jin, Xi Peng, Yang Xiao, Zhiguo Cao:
RoSeq: Robust Sequence Labeling. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2304-2314 (2020) - [j15]Xi Peng, Hongyuan Zhu, Jiashi Feng, Chunhua Shen, Haixian Zhang, Joey Tianyi Zhou:
Deep Clustering With Sample-Assignment Invariance Prior. IEEE Trans. Neural Networks Learn. Syst. 31(11): 4857-4868 (2020) - [j14]Xi Peng, Jiashi Feng, Joey Tianyi Zhou, Yingjie Lei, Shuicheng Yan:
Deep Subspace Clustering. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5509-5521 (2020) - [c32]Yu Cao, Meng Fang, Baosheng Yu, Joey Tianyi Zhou:
Unsupervised Domain Adaptation on Reading Comprehension. AAAI 2020: 7480-7487 - [c31]Di Jin, Zhijing Jin, Joey Tianyi Zhou, Peter Szolovits:
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment. AAAI 2020: 8018-8025 - [c30]Di Jin, Zhijing Jin, Joey Tianyi Zhou, Lisa Orii, Peter Szolovits:
Hooks in the Headline: Learning to Generate Headlines with Controlled Styles. ACL 2020: 5082-5093 - [c29]Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou:
Span-based Localizing Network for Natural Language Video Localization. ACL 2020: 6543-6554 - [c28]Ming Yan, Hao Zhang, Di Jin, Joey Tianyi Zhou:
Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering. ACL 2020: 7331-7341 - [c27]Yancheng Wang, Yang Xiao, Fu Xiong, Wenxiang Jiang, Zhiguo Cao, Joey Tianyi Zhou, Junsong Yuan:
3DV: 3D Dynamic Voxel for Action Recognition in Depth Video. CVPR 2020: 508-517 - [c26]Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu:
The Power Of Triply Complementary Priors For Image Compressive Sensing. ICIP 2020: 983-987 - [c25]Jiawei Du, Hu Zhang, Joey Tianyi Zhou, Yi Yang, Jiashi Feng:
Query-efficient Meta Attack to Deep Neural Networks. ICLR 2020 - [c24]Nana Hou, Chenglin Xu, Van Tung Pham, Joey Tianyi Zhou, Eng Siong Chng, Haizhou Li:
Speaker and Phoneme-Aware Speech Bandwidth Extension with Residual Dual-Path Network. INTERSPEECH 2020: 4064-4068 - [c23]Nana Hou, Chenglin Xu, Joey Tianyi Zhou, Eng Siong Chng, Haizhou Li:
Multi-Task Learning for End-to-End Noise-Robust Bandwidth Extension. INTERSPEECH 2020: 4069-4073 - [c22]Zhenyu Huang, Peng Hu, Joey Tianyi Zhou, Jiancheng Lv, Xi Peng:
Partially View-aligned Clustering. NeurIPS 2020 - [c21]Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang:
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games. NeurIPS 2020 - [i36]Di Jin, Zhijing Jin, Joey Tianyi Zhou, Peter Szolovits:
Unsupervised Domain Adaptation for Neural Machine Translation with Iterative Back Translation. CoRR abs/2001.08140 (2020) - [i35]Di Jin, Zhijing Jin, Joey Tianyi Zhou, Lisa Orii, Peter Szolovits:
Hooks in the Headline: Learning to Generate Headlines with Controlled Styles. CoRR abs/2004.01980 (2020) - [i34]Joey Tianyi Zhou, Xi Peng, Yew-Soon Ong:
Heterogeneous Representation Learning: A Review. CoRR abs/2004.13303 (2020) - [i33]Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou:
Span-based Localizing Network for Natural Language Video Localization. CoRR abs/2004.13931 (2020) - [i32]Jiawei Du, Hanshu Yan, Joey Tianyi Zhou, Rick Siow Mong Goh, Jiashi Feng:
RAIN: Robust and Accurate Classification Networks with Randomization and Enhancement. CoRR abs/2004.14798 (2020) - [i31]Yancheng Wang, Yang Xiao, Fu Xiong, Wenxiang Jiang, Zhiguo Cao, Joey Tianyi Zhou, Junsong Yuan:
3DV: 3D Dynamic Voxel for Action Recognition in Depth Video. CoRR abs/2005.05501 (2020) - [i30]Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu:
The Power of Triply Complementary Priors for Image Compressive Sensing. CoRR abs/2005.07902 (2020) - [i29]Ping Liu, Yunchao Wei, Zibo Meng, Weihong Deng, Joey Tianyi Zhou, Yi Yang:
Omni-supervised Facial Expression Recognition: A Simple Baseline. CoRR abs/2005.08551 (2020) - [i28]Zhehui Wang, Tao Luo, Joey Tianyi Zhou, Rick Siow Mong Goh:
EDCompress: Energy-Aware Model Compression with Dataflow. CoRR abs/2006.04588 (2020) - [i27]Boyun Li, Yuanbiao Gou, Shuhang Gu, Jerry Zitao Liu, Joey Tianyi Zhou, Xi Peng:
You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network. CoRR abs/2006.16829 (2020) - [i26]Fu Xiong, Yang Xiao, Zhiguo Cao, Yancheng Wang, Joey Tianyi Zhou, Jianxi Wu:
ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification. CoRR abs/2007.05720 (2020) - [i25]Hao Cheng, Joey Tianyi Zhou, Wee Peng Tay, Bihan Wen:
Attentive Graph Neural Networks for Few-Shot Learning. CoRR abs/2007.06878 (2020) - [i24]Ping Liu, Yuewei Lin, Zibo Meng, Weihong Deng, Joey Tianyi Zhou, Yi Yang:
Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition in the Wild. CoRR abs/2008.11401 (2020) - [i23]Yunfan Li, Peng Hu, Jerry Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng:
Contrastive Clustering. CoRR abs/2009.09687 (2020) - [i22]Hao Zhang, Joey Tianyi Zhou, Tianying Wang, Ivor W. Tsang, Rick Siow Mong Goh:
Deep N-ary Error Correcting Output Codes. CoRR abs/2009.10465 (2020) - [i21]Ming Yan, Xueli Xiao, Joey Tianyi Zhou, Yi Pan:
Deep Neural Networks with Short Circuits for Improved Gradient Learning. CoRR abs/2009.11719 (2020) - [i20]Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang:
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games. CoRR abs/2010.11655 (2020) - [i19]Changqing Zhang, Yajie Cui, Zongbo Han, Joey Tianyi Zhou, Huazhu Fu, Qinghua Hu:
Deep Partial Multi-View Learning. CoRR abs/2011.06170 (2020) - [i18]Tian Huang, Tao Luo, Joey Tianyi Zhou:
Adaptive Precision Training for Resource Constrained Devices. CoRR abs/2012.12775 (2020)
2010 – 2019
- 2019
- [j13]Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang:
A deep learning framework for Hybrid Heterogeneous Transfer Learning. Artif. Intell. 275: 310-328 (2019) - [j12]Yang Xiao, Jun Chen, Yancheng Wang, Zhiguo Cao, Joey Tianyi Zhou, Xiang Bai:
Action recognition for depth video using multi-view dynamic images. Inf. Sci. 480: 287-304 (2019) - [j11]Joey Tianyi Zhou, Ivor W. Tsang, Sinno Jialin Pan, Mingkui Tan:
Multi-class Heterogeneous Domain Adaptation. J. Mach. Learn. Res. 20: 57:1-57:31 (2019) - [j10]Joey Tianyi Zhou, Ivor W. Tsang, Shen-Shyang Ho, Klaus-Robert Müller:
N-ary decomposition for multi-class classification. Mach. Learn. 108(5): 809-830 (2019) - [j9]Zhenyu Huang, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng:
Multiple Marginal Fisher Analysis. IEEE Trans. Ind. Electron. 66(12): 9798-9807 (2019) - [j8]Joey Tianyi Zhou, Jiawei Du, Hongyuan Zhu, Xi Peng, Yong Liu, Rick Siow Mong Goh:
AnomalyNet: An Anomaly Detection Network for Video Surveillance. IEEE Trans. Inf. Forensics Secur. 14(10): 2537-2550 (2019) - [j7]Joey Tianyi Zhou, Meng Fang, Hao Zhang, Chen Gong, Xi Peng, Zhiguo Cao, Rick Siow Mong Goh:
Learning With Annotation of Various Degrees. IEEE Trans. Neural Networks Learn. Syst. 30(9): 2794-2804 (2019) - [j6]Bo Han, Ivor W. Tsang, Ling Chen, Joey Tianyi Zhou, Celina Ping Yu:
Beyond Majority Voting: A Coarse-to-Fine Label Filtration for Heavily Noisy Labels. IEEE Trans. Neural Networks Learn. Syst. 30(12): 3774-3787 (2019) - [c20]Le Hui, Xiang Li, Chen Gong, Meng Fang, Joey Tianyi Zhou, Jian Yang:
Inter-Class Angular Loss for Convolutional Neural Networks. AAAI 2019: 3894-3901 - [c19]Hongyuan Zhu, Xi Peng, Joey Tianyi Zhou, Songfan Yang, Vijay Chanderasekh, Liyuan Li, Joo-Hwee Lim:
Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective. AAAI 2019: 9332-9339 - [c18]Joey Tianyi Zhou, Hao Zhang, Di Jin, Hongyuan Zhu, Meng Fang, Rick Siow Mong Goh, Kenneth Kwok:
Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition. ACL (1) 2019: 3461-3471 - [c17]Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu, Joey Tianyi Zhou, Junsong Yuan:
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image. ICCV 2019: 793-802 - [c16]Ruihuang Li, Changqing Zhang, Huazhu Fu, Xi Peng, Joey Tianyi Zhou, Qinghua Hu:
Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering. ICCV 2019: 8171-8179 - [c15]Xi Peng, Zhenyu Huang, Jiancheng Lv, Hongyuan Zhu, Joey Tianyi Zhou:
COMIC: Multi-view Clustering Without Parameter Selection. ICML 2019: 5092-5101 - [c14]Zhenyu Huang, Joey Tianyi Zhou, Xi Peng, Changqing Zhang, Hongyuan Zhu, Jiancheng Lv:
Multi-view Spectral Clustering Network. IJCAI 2019: 2563-2569 - [c13]Changqing Zhang, Zongbo Han, Yajie Cui, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu:
CPM-Nets: Cross Partial Multi-View Networks. NeurIPS 2019: 557-567 - [i17]Guilei Hu, Yang Xiao, Zhiguo Cao, Lubin Meng, Zhiwen Fang, Joey Tianyi Zhou:
Towards Real-time Eyeblink Detection in The Wild: Dataset, Theory and Practices. CoRR abs/1902.07891 (2019) - [i16]Jiawei Du, Hu Zhang, Joey Tianyi Zhou, Yi Yang, Jiashi Feng:
Query-efficient Meta Attack to Deep Neural Networks. CoRR abs/1906.02398 (2019) - [i15]Di Jin, Zhijing Jin, Joey Tianyi Zhou, Peter Szolovits:
Is BERT Really Robust? Natural Language Attack on Text Classification and Entailment. CoRR abs/1907.11932 (2019) - [i14]Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng:
Robust Regression via Deep Negative Correlation Learning. CoRR abs/1908.09066 (2019) - [i13]Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu, Joey Tianyi Zhou, Junsong Yuan:
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image. CoRR abs/1908.09999 (2019) - [i12]Zhao Kang, Guoxin Shi, Shudong Huang, Wenyu Chen, Xiaorong Pu, Joey Tianyi Zhou, Zenglin Xu:
Multi-graph Fusion for Multi-view Spectral Clustering. CoRR abs/1909.06940 (2019) - [i11]Yu Cao, Meng Fang, Baosheng Yu, Joey Tianyi Zhou:
Unsupervised Domain Adaptation on Reading Comprehension. CoRR abs/1911.06137 (2019) - [i10]Le Zhang, Zenglin Shi, Joey Tianyi Zhou, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Zeng Zeng, Chunhua Shen:
Ordered or Orderless: A Revisit for Video based Person Re-Identification. CoRR abs/1912.11236 (2019) - 2018
- [j5]Nan Hu, Jinghui Zhong, Joey Tianyi Zhou, Suiping Zhou, Wentong Cai, Christopher P. Monterola:
Guide them through: An automatic crowd control framework using multi-objective genetic programming. Appl. Soft Comput. 66: 90-103 (2018) - [j4]Sharath Chandra Guntuku, Joey Tianyi Zhou, Sujoy Roy, Weisi Lin, Ivor W. Tsang:
'Who Likes What and, Why?' Insights into Modeling Users' Personality Based on Image 'Likes'. IEEE Trans. Affect. Comput. 9(1): 130-143 (2018) - [j3]Xi Peng, Jiashi Feng, Shijie Xiao, Wei-Yun Yau, Joey Tianyi Zhou, Songfan Yang:
Structured AutoEncoders for Subspace Clustering. IEEE Trans. Image Process. 27(10): 5076-5086 (2018) - [j2]Joey Tianyi Zhou, Heng Zhao, Xi Peng, Meng Fang, Zheng Qin, Rick Siow Mong Goh:
Transfer Hashing: From Shallow to Deep. IEEE Trans. Neural Networks Learn. Syst. 29(12): 6191-6201 (2018) - [c12]Joey Tianyi Zhou, Kai Di, Jiawei Du, Xi Peng, Hao Yang, Sinno Jialin Pan, Ivor W. Tsang, Yong Liu, Zheng Qin, Rick Siow Mong Goh:
SC2Net: Sparse LSTMs for Sparse Coding. AAAI 2018: 4588-4595 - [c11]Wei Jing, Joey Tianyi Zhou, Fei Gao, Yong Liu, Pey Yuen Tao, Guilin Yang:
A Learning-based Approach for Error Compensation of Industrial Manipulator with Hybrid Model. ICARCV 2018: 216-221 - [i9]Yang Xiao, Jun Chen, Zhiguo Cao, Joey Tianyi Zhou, Xiang Bai:
Action Recognition for Depth Video using Multi-view Dynamic Images. CoRR abs/1806.11269 (2018) - [i8]Fu Xiong, Yang Xiao, Zhiguo Cao, Kaicheng Gong, Zhiwen Fang, Joey Tianyi Zhou:
Towards Good Practices on Building Effective CNN Baseline Model for Person Re-identification. CoRR abs/1807.11042 (2018) - [i7]Xi Peng, Joey Tianyi Zhou, Hongyuan Zhu:
k-meansNet: When k-means Meets Differentiable Programming. CoRR abs/1808.07292 (2018) - 2017
- [c10]Hao Yang, Joey Tianyi Zhou, Jianfei Cai, Yew-Soon Ong:
MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks with Privileged Information. CVPR 2017: 5996-6004 - [i6]Hao Yang, Joey Tianyi Zhou, Jianfei Cai, Yew-Soon Ong:
MIML-FCN+: Multi-instance Multi-label Learning via Fully Convolutional Networks with Privileged Information. CoRR abs/1702.08681 (2017) - 2016
- [j1]Sharath Chandra Guntuku, Joey Tianyi Zhou, Sujoy Roy, Weisi Lin, Ivor W. Tsang:
Understanding Deep Representations Learned in Modeling Users Likes. IEEE Trans. Image Process. 25(8): 3762-3774 (2016) - [c9]Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Shen-Shyang Ho:
Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction. AAAI 2016: 2400-2406 - [c8]Hao Yang, Joey Tianyi Zhou, Yu Zhang, Bin-Bin Gao, Jianxin Wu, Jianfei Cai:
Exploit Bounding Box Annotations for Multi-Label Object Recognition. CVPR 2016: 280-288 - [c7]Hao Yang, Joey Tianyi Zhou, Jianfei Cai:
Improving Multi-label Learning with Missing Labels by Structured Semantic Correlations. ECCV (1) 2016: 835-851 - [c6]Joey Tianyi Zhou, Xinxing Xu, Sinno Jialin Pan, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh:
Transfer Hashing with Privileged Information. IJCAI 2016: 2414-2420 - [i5]Joey Tianyi Zhou, Ivor W. Tsang, Shen-Shyang Ho, Klaus-Robert Müller:
N-ary Error Correcting Coding Scheme. CoRR abs/1603.05850 (2016) - [i4]Xinxing Xu, Joey Tianyi Zhou, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh, Yong Liu:
Simple and Efficient Learning using Privileged Information. CoRR abs/1604.01518 (2016) - [i3]Joey Tianyi Zhou, Xinxing Xu, Sinno Jialin Pan, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh:
Transfer Hashing with Privileged Information. CoRR abs/1605.04034 (2016) - [i2]Hao Yang, Joey Tianyi Zhou, Jianfei Cai:
Improving Multi-label Learning with Missing Labels by Structured Semantic Correlations. CoRR abs/1608.01441 (2016) - 2015
- [i1]Hao Yang, Joey Tianyi Zhou, Yu Zhang, Bin-Bin Gao, Jianxin Wu, Jianfei Cai:
Can Partial Strong Labels Boost Multi-label Object Recognition? CoRR abs/1504.05843 (2015) - 2014
- [c5]Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Yan Yan:
Hybrid Heterogeneous Transfer Learning through Deep Learning. AAAI 2014: 2213-2220 - [c4]Sharath Chandra Guntuku, Joey Tianyi Zhou, Sujoy Roy, Weisi Lin, Ivor W. Tsang:
Deep Representations to Model User 'Likes'. ACCV (1) 2014: 3-18 - [c3]Joey Tianyi Zhou, Ivor W. Tsang, Sinno Jialin Pan, Mingkui Tan:
Heterogeneous Domain Adaptation for Multiple Classes. AISTATS 2014: 1095-1103 - [c2]Ping Liu, Joey Tianyi Zhou, Ivor Wai-Hung Tsang, Zibo Meng, Shizhong Han, Yan Tong:
Feature Disentangling Machine - A Novel Approach of Feature Selection and Disentangling in Facial Expression Analysis. ECCV (4) 2014: 151-166 - 2012
- [c1]Joey Tianyi Zhou, Sinno Jialin Pan, Qi Mao, Ivor W. Tsang:
Multi-view Positive and Unlabeled Learning. ACML 2012: 555-570
Coauthor Index
Ivor W. Tsang
aka: Ivor Wai-Hung Tsang
aka: Ivor Wai-Hung Tsang
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