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Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch



Tianyu Zhang , Amin Banitalebi-Dehkordi , Yong Zhang

* ICPR 2022 Oral 

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AuxMix: Semi-Supervised Learning with Unconstrained Unlabeled Data



Amin Banitalebi-Dehkordi , Pratik Gujjar , Yong Zhang

* CVPR2022 

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Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection



Yong Zhang , Yingwei Pan , Ting Yao , Rui Huang , Tao Mei , Chang-Wen Chen

* CVPR 2022; Code is publicly available at: https://github.com/zyong812/STIP 

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Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning



Mehdi Seyfi , Amin Banitalebi-Dehkordi , Yong Zhang


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Extending Momentum Contrast with Cross Similarity Consistency Regularization



Mehdi Seyfi , Amin Banitalebi-Dehkordi , Yong Zhang

* IEEE Transactions on Circuits and Systems for Video Technology 

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Fast Adversarial Training with Adaptive Step Size



Zhichao Huang , Yanbo Fan , Chen Liu , Weizhong Zhang , Yong Zhang , Mathieu Salzmann , Sabine Süsstrunk , Jue Wang


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A Real-time Critical-scenario-generation Framework for Testing Autonomous Driving System



Yizhou Xie , Kunpeng Dai , Yong Zhang

* 7pages,9 figures, 21 references 

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Cross-subject Action Unit Detection with Meta Learning and Transformer-based Relation Modeling



Jiyuan Cao , Zhilei Liu , Yong Zhang

* Accepted by IJCNN 2022 

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VDTR: Video Deblurring with Transformer



Mingdeng Cao , Yanbo Fan , Yong Zhang , Jue Wang , Yujiu Yang


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Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection



Liang Chen , Yong Zhang , Yibing Song , Lingqiao Liu , Jue Wang

* Accepted by CVPR 2022 (Oral presentation) 

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