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Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments


Feb 04, 2021
Daochen Zha, Wenye Ma, Lei Yuan, Xia Hu, Ji Liu

* Accepted by ICLR 2021 

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Short Video-based Advertisements Evaluation System: Self-Organizing Learning Approach


Oct 23, 2020
Yunjie Zhang, Fei Tao, Xudong Liu, Runze Su, Xiaorong Mei, Weicong Ding, Zhichen Zhao, Lei Yuan, Ji Liu

* Submitting to ICASSP 2021 

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Themes Inferred Audio-visual Correspondence Learning


Sep 14, 2020
Runze Su, Fei Tao, Xudong Liu, Haoran Wei, Xiaorong Mei, Zhiyao Duan, Lei Yuan, Ji Liu, Yuying Xie

* Submitting to ICASSP 2020 

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$\texttt{DeepSqueeze}$: Decentralization Meets Error-Compensated Compression


Aug 03, 2019
Hanlin Tang, Xiangru Lian, Shuang Qiu, Lei Yuan, Ce Zhang, Tong Zhang, Ji Liu


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$\texttt{DeepSqueeze}$: Parallel Stochastic Gradient Descent with Double-Pass Error-Compensated Compression


Jul 17, 2019
Hanlin Tang, Xiangru Lian, Shuang Qiu, Lei Yuan, Ce Zhang, Tong Zhang, Ji Liu


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Dictionary LASSO: Guaranteed Sparse Recovery under Linear Transformation


Jul 20, 2013
Ji Liu, Lei Yuan, Jieping Ye

* 26 pages, 3 figures, ICML2013 

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A Novel Model of Working Set Selection for SMO Decomposition Methods


Jun 05, 2007
Zhendong Zhao, Lei Yuan, Yuxuan Wang, Forrest Sheng Bao, Shunyi Zhang Yanfei Sun

* 8 pages, 12 figures, it was submitted to IEEE International conference of Tools on Artificial Intelligence 

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