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Efficient Content-Based Sparse Attention with Routing Transformers

Mar 12, 2020
Aurko Roy, Mohammad Saffar, Ashish Vaswani, David Grangier


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Unsupervised Paraphrasing without Translation

May 29, 2019
Aurko Roy, David Grangier

* ACL 2019 

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Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer

Jul 23, 2018
David Berthelot, Colin Raffel, Aurko Roy, Ian Goodfellow


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Theory and Experiments on Vector Quantized Autoencoders

Jul 20, 2018
Aurko Roy, Ashish Vaswani, Arvind Neelakantan, Niki Parmar


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Technical Report on the CleverHans v2.1.0 Adversarial Examples Library

Jun 27, 2018
Nicolas Papernot, Fartash Faghri, Nicholas Carlini, Ian Goodfellow, Reuben Feinman, Alexey Kurakin, Cihang Xie, Yash Sharma, Tom Brown, Aurko Roy, Alexander Matyasko, Vahid Behzadan, Karen Hambardzumyan, Zhishuai Zhang, Yi-Lin Juang, Zhi Li, Ryan Sheatsley, Abhibhav Garg, Jonathan Uesato, Willi Gierke, Yinpeng Dong, David Berthelot, Paul Hendricks, Jonas Rauber, Rujun Long, Patrick McDaniel

* Technical report for https://github.com/tensorflow/cleverhans 

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Fast Decoding in Sequence Models using Discrete Latent Variables

Jun 07, 2018
Łukasz Kaiser, Aurko Roy, Ashish Vaswani, Niki Parmar, Samy Bengio, Jakob Uszkoreit, Noam Shazeer

* ICML 2018 

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Adversarial Patch

May 17, 2018
Tom B. Brown, Dandelion Mané, Aurko Roy, Martín Abadi, Justin Gilmer


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Reinforcement Learning under Model Mismatch

Nov 09, 2017
Aurko Roy, Huan Xu, Sebastian Pokutta

* To appear in Proceedings of NIPS 2017 

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Learning to Remember Rare Events

Mar 09, 2017
Łukasz Kaiser, Ofir Nachum, Aurko Roy, Samy Bengio

* Conference paper accepted for ICLR'17 

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Hierarchical Clustering via Spreading Metrics

Oct 28, 2016
Aurko Roy, Sebastian Pokutta

* Extended abstract in proceedings of NIPS 2016 

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