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Vision Transformers for Single Image Dehazing


Apr 08, 2022
Yuda Song, Zhuqing He, Hui Qian, Xin Du


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


Apr 05, 2022
Yuda Song, Ye Yuan, Wen Sun, Kris Kitani


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Multi-Curve Translator for Real-Time High-Resolution Image-to-Image Translation


Mar 15, 2022
Yuda Song, Hui Qian, Xin Du


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Efficient Reinforcement Learning in Block MDPs: A Model-free Representation Learning Approach


Feb 02, 2022
Xuezhou Zhang, Yuda Song, Masatoshi Uehara, Mengdi Wang, Alekh Agarwal, Wen Sun


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Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design


Oct 07, 2021
Ye Yuan, Yuda Song, Zhengyi Luo, Wen Sun, Kris Kitani

* Project page: https://sites.google.com/view/transform2act 

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StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement


Aug 02, 2021
Yuda Song, Hui Qian, Xin Du


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PC-MLP: Model-based Reinforcement Learning with Policy Cover Guided Exploration


Jul 15, 2021
Yuda Song, Wen Sun


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Provably Efficient Model-based Policy Adaptation


Jun 14, 2020
Yuda Song, Aditi Mavalankar, Wen Sun, Sicun Gao


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