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Learning in POMDPs is Sample-Efficient with Hindsight Observability


Feb 03, 2023
Jonathan N. Lee, Alekh Agarwal, Christoph Dann, Tong Zhang

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History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue System


Feb 02, 2023
Tong Zhang, Yong Liu, Boyang Li, Zhiwei Zeng, Pengwei Wang, Yuan You, Chunyan Miao, Lizhen Cui

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* EMNLP 2022(Findings) 

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ADAPT: Action-aware Driving Caption Transformer


Feb 01, 2023
Bu Jin, Xinyu Liu, Yupeng Zheng, Pengfei Li, Hao Zhao, Tong Zhang, Yuhang Zheng, Guyue Zhou, Jingjing Liu

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* Accepted to ICRA2023. Code: https://github.com/jxbbb/ADAPT 

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Probabilistic Bilevel Coreset Selection


Jan 24, 2023
Xiao Zhou, Renjie Pi, Weizhong Zhang, Yong Lin, Tong Zhang

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Model Agnostic Sample Reweighting for Out-of-Distribution Learning


Jan 24, 2023
Xiao Zhou, Yong Lin, Renjie Pi, Weizhong Zhang, Renzhe Xu, Peng Cui, Tong Zhang

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TempSAL -- Uncovering Temporal Information for Deep Saliency Prediction


Jan 05, 2023
Bahar Aydemir, Ludo Hoffstetter, Tong Zhang, Mathieu Salzmann, Sabine Süsstrunk

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* 10 pages, 7 figures 

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DSI2I: Dense Style for Unpaired Image-to-Image Translation


Dec 29, 2022
Baran Ozaydin, Tong Zhang, Sabine Süsstrunk, Mathieu Salzmann

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VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View Reconstruction


Dec 15, 2022
Yufan Ren, Fangjinhua Wang, Tong Zhang, Marc Pollefeys, Sabine Süsstrunk

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VO$Q$L: Towards Optimal Regret in Model-free RL with Nonlinear Function Approximation


Dec 12, 2022
Alekh Agarwal, Yujia Jin, Tong Zhang

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