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Universal Transformers


Jul 10, 2018
Mostafa Dehghani, Stephan Gouws, Oriol Vinyals, Jakob Uszkoreit, Łukasz Kaiser

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XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings


Jul 10, 2018
Amélie Royer, Konstantinos Bousmalis, Stephan Gouws, Fred Bertsch, Inbar Mosseri, Forrester Cole, Kevin Murphy

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* Domain Adaptation for Visual Understanding at ICML'18 

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Fidelity-Weighted Learning


May 23, 2018
Mostafa Dehghani, Arash Mehrjou, Stephan Gouws, Jaap Kamps, Bernhard Schölkopf

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* Published as a conference paper at ICLR 2018 

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Tensor2Tensor for Neural Machine Translation


Mar 16, 2018
Ashish Vaswani, Samy Bengio, Eugene Brevdo, Francois Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Łukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit

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* arXiv admin note: text overlap with arXiv:1706.03762 

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Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models


Jul 31, 2017
Louis Shao, Stephan Gouws, Denny Britz, Anna Goldie, Brian Strope, Ray Kurzweil

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* To appear in EMNLP 2017 

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Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation


Oct 08, 2016
Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, Łukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, Jeffrey Dean

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BilBOWA: Fast Bilingual Distributed Representations without Word Alignments


Feb 04, 2016
Stephan Gouws, Yoshua Bengio, Greg Corrado

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