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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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From Universal Humanoid Control to Automatic Physically Valid Character Creation



Zhengyi Luo , Ye Yuan , Kris M. Kitani

* Project page: https://zhengyiluo.github.io/projects/agent_design/ 

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Embodied Scene-aware Human Pose Estimation



Zhengyi Luo , Shun Iwase , Ye Yuan , Kris Kitani

* Project website: https://embodiedscene.github.io/embodiedpose/ 

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Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation



Yanglan Ou , Ye Yuan , Xiaolei Huang , Stephen T. C. Wong , John Volpi , James Z. Wang , Kelvin Wong

* MICCAI 2022 

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Symbolic Expression Transformer: A Computer Vision Approach for Symbolic Regression



Jiachen Li , Ye Yuan , Hong-Bin Shen


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PI-NLF: A Proportional-Integral Approach for Non-negative Latent Factor Analysis



Ye Yuan , Xin Luo


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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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Unified Simulation, Perception, and Generation of Human Behavior



Ye Yuan

* PhD thesis 

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Online No-regret Model-Based Meta RL for Personalized Navigation



Yuda Song , Ye Yuan , Wen Sun , Kris Kitani


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