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On Predictive Information Sub-optimality of RNNs


Oct 21, 2019
Zhe Dong, Deniz Oktay, Ben Poole, Alexander A. Alemi

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Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation


Jun 06, 2019
Raphael Gontijo Lopes, Dong Yin, Ben Poole, Justin Gilmer, Ekin D. Cubuk

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Discrete Flows: Invertible Generative Models of Discrete Data


May 24, 2019
Dustin Tran, Keyon Vafa, Kumar Krishna Agrawal, Laurent Dinh, Ben Poole

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On Variational Bounds of Mutual Information


May 16, 2019
Ben Poole, Sherjil Ozair, Aaron van den Oord, Alexander A. Alemi, George Tucker

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* ICML 2019 

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Preventing Posterior Collapse with delta-VAEs


Jan 10, 2019
Ali Razavi, AΓ€ron van den Oord, Ben Poole, Oriol Vinyals

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Fixing a Broken ELBO


Feb 13, 2018
Alexander A. Alemi, Ben Poole, Ian Fischer, Joshua V. Dillon, Rif A. Saurous, Kevin Murphy

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* 21 pages, 9 figures 

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Categorical Reparameterization with Gumbel-Softmax


Aug 05, 2017
Eric Jang, Shixiang Gu, Ben Poole

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On the Expressive Power of Deep Neural Networks


Jun 18, 2017
Maithra Raghu, Ben Poole, Jon Kleinberg, Surya Ganguli, Jascha Sohl-Dickstein

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* Accepted to ICML 2017 

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Continual Learning Through Synaptic Intelligence


Jun 12, 2017
Friedemann Zenke, Ben Poole, Surya Ganguli

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* ICML 2017 

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Unrolled Generative Adversarial Networks


May 12, 2017
Luke Metz, Ben Poole, David Pfau, Jascha Sohl-Dickstein

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