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Transferable, Controllable, and Inconspicuous Adversarial Attacks on Person Re-identification With Deep Mis-Ranking

Apr 08, 2020
Hongjun Wang, Guangrun Wang, Ya Li, Dongyu Zhang, Liang Lin

* Accepted in CVPR 2020. To attack ReID, we propose a learning-to-mis-rank formulation to perturb the ranking of the system output 

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Expression Analysis Based on Face Regions in Read-world Conditions

Oct 23, 2019
Zheng Lian, Ya Li, Jian-Hua Tao, Jian Huang, Ming-Yue Niu

* International Journal of Automation and Computing 2018 

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Speech Emotion Recognition via Contrastive Loss under Siamese Networks

Oct 23, 2019
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang

* ASMMC-MMAC 2018 Proceedings of the Joint Workshop of the 4th Workshop on Affective Social Multimedia Computing and first Multi-Modal Affective Computing of Large-Scale Multimedia Data 

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On Better Exploring and Exploiting Task Relationships in Multi-Task Learning: Joint Model and Feature Learning

Apr 03, 2019
Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao


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Learning Efficient Lexically-Constrained Neural Machine Translation with External Memory

Jan 31, 2019
Ya Li, Xinyu Liu, Dan Liu, Xueqiang Zhang, Junhua Liu


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Improving speech emotion recognition via Transformer-based Predictive Coding through transfer learning

Nov 11, 2018
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang


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Investigation of Multimodal Features, Classifiers and Fusion Methods for Emotion Recognition

Sep 13, 2018
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang

* 9 pages, 11 figures and 4 Tables. EmotiW2018 challenge 

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Domain Generalization via Conditional Invariant Representation

Jul 23, 2018
Ya Li, Mingming Gong, Xinmei Tian, Tongliang Liu, Dacheng Tao


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Cost-Effective Active Learning for Deep Image Classification

Jan 13, 2017
Keze Wang, Dongyu Zhang, Ya Li, Ruimao Zhang, Liang Lin

* Accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2016 

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DARI: Distance metric And Representation Integration for Person Verification

Apr 15, 2016
Guangrun Wang, Liang Lin, Shengyong Ding, Ya Li, Qing Wang

* To appear in Proceedings of AAAI Conference on Artificial Intelligence (AAAI), 2016 

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Audio Visual Emotion Recognition with Temporal Alignment and Perception Attention

Mar 28, 2016
Linlin Chao, Jianhua Tao, Minghao Yang, Ya Li, Zhengqi Wen


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Deep Boosting: Joint Feature Selection and Analysis Dictionary Learning in Hierarchy

Aug 11, 2015
Zhanglin Peng, Ya Li, Zhaoquan Cai, Liang Lin


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Defuzzify firstly or finally: Dose it matter in fuzzy DEMATEL under uncertain environment?

Mar 20, 2014
Yunpeng Li, Ya Li, Jie Liu, Yong Deng


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