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Reconstruction Task Finds Universal Winning Tickets


Feb 23, 2022
Ruichen Li, Binghui Li, Qi Qian, Liwei Wang

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* Under review 

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MEmoBERT: Pre-training Model with Prompt-based Learning for Multimodal Emotion Recognition


Oct 27, 2021
Jinming Zhao, Ruichen Li, Qin Jin, Xinchao Wang, Haizhou Li

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* 4 papges, 2 figures 

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Towards a Theoretical Framework of Out-of-Distribution Generalization


Jun 13, 2021
Haotian Ye, Chuanlong Xie, Tianle Cai, Ruichen Li, Zhenguo Li, Liwei Wang

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WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training


Mar 19, 2021
Yuqi Huo, Manli Zhang, Guangzhen Liu, Haoyu Lu, Yizhao Gao, Guoxing Yang, Jingyuan Wen, Heng Zhang, Baogui Xu, Weihao Zheng, Zongzheng Xi, Yueqian Yang, Anwen Hu, Jinming Zhao, Ruichen Li, Yida Zhao, Liang Zhang, Yuqing Song, Xin Hong, Wanqing Cui, Danyang Hou, Yingyan Li, Junyi Li, Peiyu Liu, Zheng Gong, Chuhao Jin, Yuchong Sun, Shizhe Chen, Zhiwu Lu, Zhicheng Dou, Qin Jin, Yanyan Lan, Wayne Xin Zhao, Ruihua Song, Ji-Rong Wen

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* This paper is the outcome of the Chinese multi-modal pre-training project called 'WenLan' 

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ScrofaZero: Mastering Trick-taking Poker Game Gongzhu by Deep Reinforcement Learning


Feb 15, 2021
Naichen Shi, Ruichen Li, Sun Youran

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* The very first versoin. Will be improved in the future 

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