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No-Regret Learning in Two-Echelon Supply Chain with Unknown Demand Distribution


Oct 23, 2022
Mengxiao Zhang, Shi Chen, Haipeng Luo, Yingfei Wang

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NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results


May 11, 2022
Yawei Li, Kai Zhang, Radu Timofte, Luc Van Gool, Fangyuan Kong, Mingxi Li, Songwei Liu, Zongcai Du, Ding Liu, Chenhui Zhou, Jingyi Chen, Qingrui Han, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Yu Qiao, Chao Dong, Long Sun, Jinshan Pan, Yi Zhu, Zhikai Zong, Xiaoxiao Liu, Zheng Hui, Tao Yang, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Yanbo Wang, Xiaozhong Ji, Chuming Lin, Donghao Luo, Ying Tai, Chengjie Wang, Zhizhong Zhang, Yuan Xie, Shen Cheng, Ziwei Luo, Lei Yu, Zhihong Wen, Qi Wu1, Youwei Li, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Yuanfei Huang, Meiguang Jin, Hua Huang, Jing Liu, Xinjian Zhang, Yan Wang, Lingshun Long, Gen Li, Yuanfan Zhang, Zuowei Cao, Lei Sun, Panaetov Alexander, Yucong Wang, Minjie Cai, Li Wang, Lu Tian, Zheyuan Wang, Hongbing Ma, Jie Liu, Chao Chen, Yidong Cai, Jie Tang, Gangshan Wu, Weiran Wang, Shirui Huang, Honglei Lu, Huan Liu, Keyan Wang, Jun Chen, Shi Chen, Yuchun Miao, Zimo Huang, Lefei Zhang, Mustafa Ayazoğlu, Wei Xiong, Chengyi Xiong, Fei Wang, Hao Li, Ruimian Wen, Zhijing Yang, Wenbin Zou, Weixin Zheng, Tian Ye, Yuncheng Zhang, Xiangzhen Kong, Aditya Arora, Syed Waqas Zamir, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Dandan Gaoand Dengwen Zhouand Qian Ning, Jingzhu Tang, Han Huang, Yufei Wang, Zhangheng Peng, Haobo Li, Wenxue Guan, Shenghua Gong, Xin Li, Jun Liu, Wanjun Wang, Dengwen Zhou, Kun Zeng, Hanjiang Lin, Xinyu Chen, Jinsheng Fang

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* Validation code of the baseline model is available at https://github.com/ofsoundof/IMDN. Validation of all submitted models is available at https://github.com/ofsoundof/NTIRE2022_ESR 

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Attention in Reasoning: Dataset, Analysis, and Modeling


Apr 20, 2022
Shi Chen, Ming Jiang, Jinhui Yang, Qi Zhao

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* To be published in TPAMI. arXiv admin note: substantial text overlap with arXiv:2007.14419 

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REX: Reasoning-aware and Grounded Explanation


Mar 11, 2022
Shi Chen, Qi Zhao

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* To appear in CVPR2022 

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Cross-Task Consistency Learning Framework for Multi-Task Learning


Nov 28, 2021
Akihiro Nakano, Shi Chen, Kazuyuki Demachi

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On the Global Convergence of Gradient Descent for multi-layer ResNets in the mean-field regime


Oct 06, 2021
Zhiyan Ding, Shi Chen, Qin Li, Stephen Wright

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* arXiv admin note: text overlap with arXiv:2105.14417 

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Overparameterization of deep ResNet: zero loss and mean-field analysis


Jun 17, 2021
Zhiyan Ding, Shi Chen, Qin Li, Stephen Wright

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AiR: Attention with Reasoning Capability


Jul 28, 2020
Shi Chen, Ming Jiang, Jinhui Yang, Qi Zhao

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* ECCV2020 (Oral), supplementary materials included 

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Triaging moderate COVID-19 and other viral pneumonias from routine blood tests


May 13, 2020
Forrest Sheng Bao, Youbiao He, Jie Liu, Yuanfang Chen, Qian Li, Christina R. Zhang, Lei Han, Baoli Zhu, Yaorong Ge, Shi Chen, Ming Xu, Liu Ouyang

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