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Youssef Mroueh

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Generative Modeling with Denoising Auto-Encoders and Langevin Sampling

Jan 31, 2020
Adam Block, Youssef Mroueh, Alexander Rakhlin

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Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets

Dec 26, 2019
Mingrui Liu, Youssef Mroueh, Jerret Ross, Wei Zhang, Xiaodong Cui, Payel Das, Tianbao Yang

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Unsupervised Hierarchy Matching with Optimal Transport over Hyperbolic Spaces

Nov 06, 2019
David Alvarez-Melis, Youssef Mroueh, Tommi S. Jaakkola

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Sobolev Independence Criterion

Oct 31, 2019
Youssef Mroueh, Tom Sercu, Mattia Rigotti, Inkit Padhi, Cicero Dos Santos

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Decentralized Parallel Algorithm for Training Generative Adversarial Nets

Oct 30, 2019
Mingrui Liu, Youssef Mroueh, Wei Zhang, Xiaodong Cui, Jerret Ross, Tianbao Yang, Payel Das

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Wasserstein Style Transfer

May 30, 2019
Youssef Mroueh

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Learning Implicit Generative Models by Matching Perceptual Features

Apr 04, 2019
Cicero Nogueira dos Santos, Youssef Mroueh, Inkit Padhi, Pierre Dognin

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Implicit Kernel Learning

Feb 26, 2019
Chun-Liang Li, Wei-Cheng Chang, Youssef Mroueh, Yiming Yang, Barnabás Póczos

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Wasserstein Barycenter Model Ensembling

Feb 13, 2019
Pierre Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Cicero Dos Santos, Tom Sercu

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