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Anytime Sampling for Autoregressive Models via Ordered Autoencoding


Feb 23, 2021
Yilun Xu, Yang Song, Sahaj Garg, Linyuan Gong, Rui Shu, Aditya Grover, Stefano Ermon

* Accepted by ICLR 2021 

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TCGM: An Information-Theoretic Framework for Semi-Supervised Multi-Modality Learning


Jul 14, 2020
Xinwei Sun, Yilun Xu, Peng Cao, Yuqing Kong, Lingjing Hu, Shanghang Zhang, Yizhou Wang

* ECCV 2020 (oral) 

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A Theory of Usable Information Under Computational Constraints


Feb 25, 2020
Yilun Xu, Shengjia Zhao, Jiaming Song, Russell Stewart, Stefano Ermon

* ICLR 2020 (Talk) 

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L_DMI: An Information-theoretic Noise-robust Loss Function


Sep 08, 2019
Yilun Xu, Peng Cao, Yuqing Kong, Yizhou Wang

* Accepted by NeurIPS 2019 

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Max-MIG: an Information Theoretic Approach for Joint Learning from Crowds


May 31, 2019
Peng Cao, Yilun Xu, Yuqing Kong, Yizhou Wang

* Accepted by ICLR2019 

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