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Energy-Based Open-World Uncertainty Modeling for Confidence Calibration


Aug 16, 2021
Yezhen Wang, Bo Li, Tong Che, Kaiyang Zhou, Ziwei Liu, Dongsheng Li

* ICCV 2021 (Poster) 

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Invariant Information Bottleneck for Domain Generalization


Jun 11, 2021
Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado J. Reed, Tong Che, Jun Zhang, Dongsheng Li, Kurt Keutzer, Han Zhao


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AUTO3D: Novel view synthesis through unsupervisely learned variational viewpoint and global 3D representation


Jul 13, 2020
Xiaofeng Liu, Tong Che, Yiqun Lu, Chao Yang, Site Li, Jane You

* ECCV 2020 

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Rethinking Distributional Matching Based Domain Adaptation


Jul 03, 2020
Bo Li, Yezhen Wang, Tong Che, Shanghang Zhang, Sicheng Zhao, Pengfei Xu, Wei Zhou, Yoshua Bengio, Kurt Keutzer

* Preprint version 

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Your GAN is Secretly an Energy-based Model and You Should use Discriminator Driven Latent Sampling


Mar 24, 2020
Tong Che, Ruixiang Zhang, Jascha Sohl-Dickstein, Hugo Larochelle, Liam Paull, Yuan Cao, Yoshua Bengio


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Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models


Nov 18, 2019
Tong Che, Xiaofeng Liu, Site Li, Yubin Ge, Ruixiang Zhang, Caiming Xiong, Yoshua Bengio


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Conservative Wasserstein Training for Pose Estimation


Nov 03, 2019
Xiaofeng Liu, Yang Zou, Tong Che, Peng Ding, Ping Jia, Jane You, Kumar B. V. K

* ICCV 2019 

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Residual Connections Encourage Iterative Inference


Mar 08, 2018
Stanisław Jastrzębski, Devansh Arpit, Nicolas Ballas, Vikas Verma, Tong Che, Yoshua Bengio

* First two authors contributed equally. Published in ICLR 2018 

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Boundary-Seeking Generative Adversarial Networks


Feb 21, 2018
R Devon Hjelm, Athul Paul Jacob, Tong Che, Adam Trischler, Kyunghyun Cho, Yoshua Bengio


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Mode Regularized Generative Adversarial Networks


Mar 02, 2017
Tong Che, Yanran Li, Athul Paul Jacob, Yoshua Bengio, Wenjie Li

* Published as a conference paper at ICLR 2017 

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Maximum-Likelihood Augmented Discrete Generative Adversarial Networks


Feb 26, 2017
Tong Che, Yanran Li, Ruixiang Zhang, R Devon Hjelm, Wenjie Li, Yangqiu Song, Yoshua Bengio

* 11 pages, 3 figures 

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Architectural Complexity Measures of Recurrent Neural Networks


Nov 12, 2016
Saizheng Zhang, Yuhuai Wu, Tong Che, Zhouhan Lin, Roland Memisevic, Ruslan Salakhutdinov, Yoshua Bengio

* 17 pages, 8 figures; To appear in NIPS2016 

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