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Provably Efficient Model-free RL in Leader-Follower MDP with Linear Function Approximation

Nov 28, 2022
Arnob Ghosh

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Autonomous Vision-based Rapid Aerial Grasping

Nov 23, 2022
Erik Bauer, Barnabas Gavin Cangan, Robert K. Katzschmann

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Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition

Nov 23, 2022
Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song

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A Moment-Matching Approach to Testable Learning and a New Characterization of Rademacher Complexity

Nov 23, 2022
Aravind Gollakota, Adam R. Klivans, Pravesh K. Kothari

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Mask the Correct Tokens: An Embarrassingly Simple Approach for Error Correction

Nov 23, 2022
Kai Shen, Yichong Leng, Xu Tan, Siliang Tang, Yuan Zhang, Wenjie Liu, Edward Lin

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Relational Symmetry based Knowledge Graph Contrastive Learning

Nov 19, 2022
Ke Liang, Yue Liu, Sihang Zhou, Xinwang Liu, Wenxuan Tu

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Tired of Over-smoothing? Stress Graph Drawing Is All You Need!

Nov 19, 2022
Xue Li, Yuanzhi Cheng

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PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework

Nov 21, 2022
Bowen Li, Ziyuan Huang, Junjie Ye, Yiming Li, Sebastian Scherer, Hang Zhao, Changhong Fu

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Efficient Generalization Improvement Guided by Random Weight Perturbation

Nov 21, 2022
Tao Li, Weihao Yan, Zehao Lei, Yingwen Wu, Kun Fang, Ming Yang, Xiaolin Huang

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Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text

Nov 21, 2022
Qianhui Wu, Huiqiang Jiang, Haonan Yin, Borje F. Karlsson, Chin-Yew Lin

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