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SDWNet: A Straight Dilated Network with Wavelet Transformation for Image Deblurring


Oct 12, 2021
Wenbin Zou, Mingchao Jiang, Yunchen Zhang, Liang Chen, Zhiyong Lu, Yi Wu

* 10 pages, 7 figures, ICCVW 2021 

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Learning Efficient Multi-Agent Cooperative Visual Exploration


Oct 12, 2021
Chao Yu, Xinyi Yang, Jiaxuan Gao, Huazhong Yang, Yu Wang, Yi Wu

* First three authors share equal contribution 

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Sequence Level Contrastive Learning for Text Summarization


Sep 24, 2021
Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei

* 2 figures, 12 tables 

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Temporal Induced Self-Play for Stochastic Bayesian Games


Aug 21, 2021
Weizhe Chen, Zihan Zhou, Yi Wu, Fei Fang

* In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, pages 96-103 

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Learning to Design and Construct Bridge without Blueprint


Aug 05, 2021
Yunfei Li, Tao Kong, Lei Li, Yifeng Li, Yi Wu

* International Conference on Intelligent Robots and Systems (IROS) 2021 

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Disentangled Attention as Intrinsic Regularization for Bimanual Multi-Object Manipulation


Jul 06, 2021
Minghao Zhang, Pingcheng Jian, Yi Wu, Huazhe Xu, Xiaolong Wang

* Webpage: https://mehooz.github.io/bimanual-attention/ 

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FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia


Apr 26, 2021
Longling Zhang, Bochen Shen, Ahmed Barnawi, Shan Xi, Neeraj Kumar, Yi Wu


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Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels


Apr 07, 2021
Qingqing Long, Yilun Jin, Yi Wu, Guojie Song

* 11 pages 

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Reference-Aided Part-Aligned Feature Disentangling for Video Person Re-Identification


Mar 21, 2021
Guoqing Zhang, Yuhao Chen, Yang Dai, Yuhui Zheng, Yi Wu

* 6 pages, accepted by ICME 2021 

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Solving Compositional Reinforcement Learning Problems via Task Reduction


Mar 19, 2021
Yunfei Li, Yilin Wu, Huazhe Xu, Xiaolong Wang, Yi Wu

* Project website link updated 

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Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization


Mar 12, 2021
Zhenggang Tang, Chao Yu, Boyuan Chen, Huazhe Xu, Xiaolong Wang, Fei Fang, Simon Du, Yu Wang, Yi Wu

* Accepted paper on ICLR 2021. First two authors share equal contribution 

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The Surprising Effectiveness of MAPPO in Cooperative, Multi-Agent Games


Mar 02, 2021
Chao Yu, Akash Velu, Eugene Vinitsky, Yu Wang, Alexandre Bayen, Yi Wu


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BeBold: Exploration Beyond the Boundary of Explored Regions


Dec 15, 2020
Tianjun Zhang, Huazhe Xu, Xiaolong Wang, Yi Wu, Kurt Keutzer, Joseph E. Gonzalez, Yuandong Tian


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Multi-Agent Collaboration via Reward Attribution Decomposition


Oct 16, 2020
Tianjun Zhang, Huazhe Xu, Xiaolong Wang, Yi Wu, Kurt Keutzer, Joseph E. Gonzalez, Yuandong Tian


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Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers


Oct 16, 2020
Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou

* 9 pages, 4 figures 

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Streaming Graph Neural Networks via Continual Learning


Sep 23, 2020
Junshan Wang, Guojie Song, Yi Wu, Liang Wang

* 10 pages 

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Hybrid-Attention Guided Network with Multiple Resolution Features for Person Re-Identification


Sep 16, 2020
Guoqing Zhang, Junchuan Yang, Yuhui Zheng, Yi Wu, Shengyong Chen

* 11 pages, 8 figures, 66 conferences 

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Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation


Apr 16, 2020
Yujia Zhou, Shumao Pang, Jun Cheng, Yuhang Sun, Yi Wu, Lei Zhao, Yaqin Liu, Zhentai Lu, Wei Yang, Qianjin Feng


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Multi-Task Reinforcement Learning with Soft Modularization


Mar 30, 2020
Ruihan Yang, Huazhe Xu, Yi Wu, Xiaolong Wang

* Our project page: https://rchalyang.github.io/SoftModule 

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SaccadeNet: A Fast and Accurate Object Detector


Mar 26, 2020
Shiyi Lan, Zhou Ren, Yi Wu, Larry S. Davis, Gang Hua


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Evolutionary Population Curriculum for Scaling Multi-Agent Reinforcement Learning


Mar 23, 2020
Qian Long, Zihan Zhou, Abhibav Gupta, Fei Fang, Yi Wu, Xiaolong Wang

* The project page is https://sites.google.com/view/epciclr2020 .The source code is released at https://github.com/qian18long/epciclr2020 

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SQLFlow: A Bridge between SQL and Machine Learning


Jan 19, 2020
Yi Wang, Yang Yang, Weiguo Zhu, Yi Wu, Xu Yan, Yongfeng Liu, Yu Wang, Liang Xie, Ziyao Gao, Wenjing Zhu, Xiang Chen, Wei Yan, Mingjie Tang, Yuan Tang


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Influence-Based Multi-Agent Exploration


Oct 12, 2019
Tonghan Wang, Jianhao Wang, Yi Wu, Chongjie Zhang


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PPGAN: Privacy-preserving Generative Adversarial Network


Oct 04, 2019
Yi Liu, Jialiang Peng, James J. Q Yu, Yi Wu

* This paper was accepted by IEEE ICPADS 2019 Workshop. This paper contains 10 pages, 3 figures 

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Emergent Tool Use From Multi-Agent Autocurricula


Sep 17, 2019
Bowen Baker, Ingmar Kanitscheider, Todor Markov, Yi Wu, Glenn Powell, Bob McGrew, Igor Mordatch


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