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A Unified Sequence Interface for Vision Tasks



Ting Chen , Saurabh Saxena , Lala Li , Tsung-Yi Lin , David J. Fleet , Geoffrey Hinton

* The first three authors contributed equally 

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Scalable Online Disease Diagnosis via Multi-Model-Fused Actor-Critic Reinforcement Learning



Weijie He , Ting Chen

* KDD 2022 Health Day 

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Decoder Denoising Pretraining for Semantic Segmentation



Emmanuel Brempong Asiedu , Simon Kornblith , Ting Chen , Niki Parmar , Matthias Minderer , Mohammad Norouzi


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Robust and Efficient Medical Imaging with Self-Supervision



Shekoofeh Azizi , Laura Culp , Jan Freyberg , Basil Mustafa , Sebastien Baur , Simon Kornblith , Ting Chen , Patricia MacWilliams , S. Sara Mahdavi , Ellery Wulczyn , Boris Babenko , Megan Wilson , Aaron Loh , Po-Hsuan Cameron Chen , Yuan Liu , Pinal Bavishi , Scott Mayer McKinney , Jim Winkens , Abhijit Guha Roy , Zach Beaver , Fiona Ryan , Justin Krogue , Mozziyar Etemadi , Umesh Telang , Yun Liu , Lily Peng , Greg S. Corrado , Dale R. Webster , David Fleet , Geoffrey Hinton , Neil Houlsby , Alan Karthikesalingam , Mohammad Norouzi , Vivek Natarajan


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From Heavy Rain Removal to Detail Restoration: A Faster and Better Network



Tao Gao , Yuanbo Wen , Jing Zhang , Kaihao Zhang , Ting Chen


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Improving Contrastive Learning on Imbalanced Seed Data via Open-World Sampling



Ziyu Jiang , Tianlong Chen , Ting Chen , Zhangyang Wang

* Neurips 2021 

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TiKick: Towards Playing Multi-agent Football Full Games from Single-agent Demonstrations



Shiyu Huang , Wenze Chen , Longfei Zhang , Ziyang Li , Fengming Zhu , Deheng Ye , Ting Chen , Jun Zhu


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Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation



Yao Qin , Chiyuan Zhang , Ting Chen , Balaji Lakshminarayanan , Alex Beutel , Xuezhi Wang


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TiKick: Toward Playing Multi-agent Football Full Games from Single-agent Demonstrations



Shiyu Huang , Wenze Chen , Longfei Zhang , Ziyang Li , Fengming Zhu , Deheng Ye , Ting Chen , Jun Zhu


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Ranking Cost: Building An Efficient and Scalable Circuit Routing Planner with Evolution-Based Optimization



Shiyu Huang , Bin Wang , Dong Li , Jianye Hao , Ting Chen , Jun Zhu


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