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CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning


Feb 18, 2021
Chen Wei, Kihyuk Sohn, Clayton Mellina, Alan Yuille, Fan Yang


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Edge Sparse Basis Network: An Deep Learning Framework for EEG Source Localization


Feb 18, 2021
Chen Wei, Kexin Lou, Zhengyang Wang, Mingqi Zhao, Dante Mantini, Quanying Liu


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Writing Polishment with Simile: Task, Dataset and A Neural Approach


Dec 15, 2020
Jiayi Zhang, Zhi Cui, Xiaoqiang Xia, Yalong Guo, Yanran Li, Chen Wei, Jianwei Cui

* Accepted in AAAI2021 

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Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension


Dec 14, 2020
Xiuying Chen, Zhi Cui, Jiayi Zhang, Chen Wei, Jianwei Cui, Bin Wang, Dongyan Zhao, Rui Yan

* AAAI 2021 
* 9 pages, 1 figure 

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Self-supervised Representation Learning for Evolutionary Neural Architecture Search


Oct 31, 2020
Chen Wei, Yiping Tang, Chuang Niu, Haihong Hu, Yue Wang, Jimin Liang


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CO2: Consistent Contrast for Unsupervised Visual Representation Learning


Oct 05, 2020
Chen Wei, Huiyu Wang, Wei Shen, Alan Yuille


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Focus-Constrained Attention Mechanism for CVAE-based Response Generation


Sep 25, 2020
Zhi Cui, Yanran Li, Jiayi Zhang, Jianwei Cui, Chen Wei, Bin Wang

* To appear in findings of EMNLP 2020 

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NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search


Mar 28, 2020
Chen Wei, Chuang Niu, Yiping Tang, Jimin Liang


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Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning


Dec 02, 2018
Chen Wei, Lingxi Xie, Xutong Ren, Yingda Xia, Chi Su, Jiaying Liu, Qi Tian, Alan L. Yuille


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Progressive Recurrent Learning for Visual Recognition


Nov 29, 2018
Xutong Ren, Lingxi Xie, Chen Wei, Siyuan Qiao, Chi Su, Jiaying Liu, Alan L. Yuille


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Deep Retinex Decomposition for Low-Light Enhancement


Aug 14, 2018
Chen Wei, Wenjing Wang, Wenhan Yang, Jiaying Liu

* BMVC 2018(Oral). Dataset and Project page: https://daooshee.github.io/BMVC2018website/ 

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