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Changyou Chen

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Improving Sequence-to-Sequence Learning via Optimal Transport

Jan 18, 2019
Liqun Chen, Yizhe Zhang, Ruiyi Zhang, Chenyang Tao, Zhe Gan, Haichao Zhang, Bai Li, Dinghan Shen, Changyou Chen, Lawrence Carin

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Adversarial Learning of a Sampler Based on an Unnormalized Distribution

Jan 03, 2019
Chunyuan Li, Ke Bai, Jianqiao Li, Guoyin Wang, Changyou Chen, Lawrence Carin

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Learning Saliency Maps for Adversarial Point-Cloud Generation

Nov 28, 2018
Tianhang Zheng, Changyou Chen, Junsong yuan, Kui Ren

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Self-Adversarially Learned Bayesian Sampling

Nov 21, 2018
Yang Zhao, Jianyi Zhang, Changyou Chen

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Variance Reduction in Stochastic Particle-Optimization Sampling

Nov 20, 2018
Jianyi Zhang, Yang Zhao, Changyou Chen

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Sequence Generation with Guider Network

Nov 02, 2018
Ruiyi Zhang, Changyou Chen, Zhe Gan, Wenlin Wang, Liqun Chen, Dinghan Shen, Guoyin Wang, Lawrence Carin

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Is PGD-Adversarial Training Necessary? Alternative Training via a Soft-Quantization Network with Noisy-Natural Samples Only

Oct 19, 2018
Tianhang Zheng, Changyou Chen, Kui Ren

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Distributionally Adversarial Attack

Oct 02, 2018
Tianhang Zheng, Changyou Chen, Kui Ren

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Second-Order Adversarial Attack and Certifiable Robustness

Sep 10, 2018
Bai Li, Changyou Chen, Wenlin Wang, Lawrence Carin

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Stochastic Particle-Optimization Sampling and the Non-Asymptotic Convergence Theory

Sep 05, 2018
Jianyi Zhang, Ruiyi Zhang, Changyou Chen

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