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Multi-Prior Learning via Neural Architecture Search for Blind Face Restoration



Yanjiang Yu , Puyang Zhang , Kaihao Zhang , Wenhan Luo , Changsheng Li , Ye Yuan , Guoren Wang

* 13 pages, 5 figures 

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FreeKD: Free-direction Knowledge Distillation for Graph Neural Networks



Kaituo Feng , Changsheng Li , Ye Yuan , Guoren Wang

* Accepted to KDD 2022 

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Blind Face Restoration: Benchmark Datasets and a Baseline Model



Puyang Zhang , Kaihao Zhang , Wenhan Luo , Changsheng Li , Guoren Wang


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Self-Supervised Information Bottleneck for Deep Multi-View Subspace Clustering



Shiye Wang , Changsheng Li , Yanming Li , Ye Yuan , Guoren Wang


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Deep Unsupervised Active Learning on Learnable Graphs



Handong Ma , Changsheng Li , Xinchu Shi , Ye Yuan , Guoren Wang


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Learning Deep Representation with Energy-Based Self-Expressiveness for Subspace Clustering



Yanming Li , Changsheng Li , Shiye Wang , Ye Yuan , Guoren Wang


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Action Shuffling for Weakly Supervised Temporal Localization



Xiao-Yu Zhang , Haichao Shi , Changsheng Li , Xinchu Shi


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Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior



Kaihao Zhang , Wenhan Luo , Yanjiang Yu , Wenqi Ren , Fang Zhao , Changsheng Li , Lin Ma , Wei Liu , Hongdong Li


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Deep Dense Multi-scale Network for Snow Removal Using Semantic and Geometric Priors



Kaihao Zhang , Rongqing Li , Yanjiang Yu , Wenhan Luo , Changsheng Li , Hongdong Li


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Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions



Jun Wang , Shaoguo Wen , Kaixing Chen , Jianghua Yu , Xin Zhou , Peng Gao , Changsheng Li , Guotong Xie

* 13 pages, 7 figures, accepted for presentation at BMVC2020 

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