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Yunchen Pu

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Continuous-Time Flows for Efficient Inference and Density Estimation

Aug 01, 2018
Changyou Chen, Chunyuan Li, Liqun Chen, Wenlin Wang, Yunchen Pu, 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

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Zero-Shot Learning via Class-Conditioned Deep Generative Models

Nov 19, 2017
Wenlin Wang, Yunchen Pu, Vinay Kumar Verma, Kai Fan, Yizhe Zhang, Changyou Chen, Piyush Rai, Lawrence Carin

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Triangle Generative Adversarial Networks

Nov 18, 2017
Zhe Gan, Liqun Chen, Weiyao Wang, Yunchen Pu, Yizhe Zhang, Hao Liu, Chunyuan Li, Lawrence Carin

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Adversarial Symmetric Variational Autoencoder

Nov 18, 2017
Yunchen Pu, Weiyao Wang, Ricardo Henao, Liqun Chen, Zhe Gan, Chunyuan Li, Lawrence Carin

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VAE Learning via Stein Variational Gradient Descent

Nov 17, 2017
Yunchen Pu, Zhe Gan, Ricardo Henao, Chunyuan Li, Shaobo Han, Lawrence Carin

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Adaptive Feature Abstraction for Translating Video to Text

Nov 17, 2017
Yunchen Pu, Martin Renqiang Min, Zhe Gan, Lawrence Carin

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ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching

Nov 05, 2017
Chunyuan Li, Hao Liu, Changyou Chen, Yunchen Pu, Liqun Chen, Ricardo Henao, Lawrence Carin

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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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Learning Generic Sentence Representations Using Convolutional Neural Networks

Jul 26, 2017
Zhe Gan, Yunchen Pu, Ricardo Henao, Chunyuan Li, Xiaodong He, Lawrence Carin

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