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ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning


Nov 10, 2022
Yang Zhou, Yuda Song, Hui Qian, Xin Du

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Representation Learning for General-sum Low-rank Markov Games


Oct 30, 2022
Chengzhuo Ni, Yuda Song, Xuezhou Zhang, Chi Jin, Mengdi Wang

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Hybrid RL: Using Both Offline and Online Data Can Make RL Efficient


Oct 13, 2022
Yuda Song, Yifei Zhou, Ayush Sekhari, J. Andrew Bagnell, Akshay Krishnamurthy, Wen Sun

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* 40 pages, 6 figures. Code available at https://github.com/yudasong/HyQ 

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Modular Degradation Simulation and Restoration for Under-Display Camera


Sep 23, 2022
Yang Zhou, Yuda Song, Xin Du

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Rethinking Performance Gains in Image Dehazing Networks


Sep 23, 2022
Yuda Song, Yang Zhou, Hui Qian, Xin Du

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Provable Benefits of Representational Transfer in Reinforcement Learning


May 29, 2022
Alekh Agarwal, Yuda Song, Wen Sun, Kaiwen Wang, Mengdi Wang, Xuezhou Zhang

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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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