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CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information


Jul 14, 2020
Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin

* Accepted by the 37th International Conference on Machine Learing (ICML2020) 

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Bridging Maximum Likelihood and Adversarial Learning via $α$-Divergence


Jul 13, 2020
Miaoyun Zhao, Yulai Cong, Shuyang Dai, Lawrence Carin

* AAAI 2020 

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APo-VAE: Text Generation in Hyperbolic Space


Apr 30, 2020
Shuyang Dai, Zhe Gan, Yu Cheng, Chenyang Tao, Lawrence Carin, Jingjing Liu


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Contrastively Smoothed Class Alignment for Unsupervised Domain Adaptation


Sep 13, 2019
Shuyang Dai, Yu Cheng, Yizhe Zhang, Zhe Gan, Jingjing Liu, Lawrence Carin


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Adaptation Across Extreme Variations using Unlabeled Domain Bridges


Jun 05, 2019
Shuyang Dai, Kihyuk Sohn, Yi-Hsuan Tsai, Lawrence Carin, Manmohan Chandraker


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Adversarial Text Generation via Feature-Mover's Distance


Sep 17, 2018
Liqun Chen, Shuyang Dai, Chenyang Tao, Dinghan Shen, Zhe Gan, Haichao Zhang, Yizhe Zhang, Lawrence Carin


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JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets


Jun 08, 2018
Yunchen Pu, Shuyang Dai, Zhe Gan, Weiyao Wang, Guoyin Wang, Yizhe Zhang, Ricardo Henao, Lawrence Carin

* Accepted by ICML 2018 

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Symmetric Variational Autoencoder and Connections to Adversarial Learning


Oct 19, 2017
Liqun Chen, Shuyang Dai, Yunchen Pu, Chunyuan Li, Qinliang Su, Lawrence Carin


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