Stephan Gouws

According to our database, Stephan Gouws authored at least 13 papers between 2010 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

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

Amelie Royer, Konstantinos Bousmalis, Stephan Gouws, Fred Bertsch, Inbar Mosseri, Forrester Cole, Kevin Murphy

Proceedings of the Domain Adaptation for Visual Understanding, 2020

2019

Universal Transformers.

Mostafa Dehghani, Stephan Gouws, Oriol Vinyals, Jakob Uszkoreit, Lukasz Kaiser

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Fidelity-Weighted Learning.

Mostafa Dehghani, Arash Mehrjou, Stephan Gouws, Jaap Kamps, Bernhard Schölkopf

Proceedings of the 6th International Conference on Learning Representations, 2018

Tensor2Tensor for Neural Machine Translation.

Ashish Vaswani, Samy Bengio, Eugene Brevdo, François Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Lukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit

Proceedings of the 13th Conference of the Association for Machine Translation in the Americas, 2018

2017

XGAN: Unsupervised Image-to-Image Translation for many-to-many Mappings.

Amelie Royer, Konstantinos Bousmalis, Stephan Gouws, Fred Bertsch, Inbar Mosseri, Forrester Cole, Kevin Murphy

CoRR, 2017

Generating Long and Diverse Responses with Neural Conversation Models.

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

CoRR, 2017

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

Yuanlong Shao, Stephan Gouws, Denny Britz, Anna Goldie, Brian Strope, Ray Kurzweil

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

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

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, Lukasz 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

CoRR, 2016

2015

Simple task-specific bilingual word embeddings.

Stephan Gouws, Anders Søgaard

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

BilBOWA: Fast Bilingual Distributed Representations without Word Alignments.

Stephan Gouws, Yoshua Bengio, Greg Corrado

Proceedings of the 32nd International Conference on Machine Learning, 2015

2012

Deep Unsupervised Feature Learning for Natural Language Processing.

Stephan Gouws

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

2011

Unsupervised Mining of Lexical Variants from Noisy Text.

Stephan Gouws, Eduard H. Hovy, Donald Metzler

Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, 2011

2010

Measuring Conceptual Similarity by Spreading Activation over Wikipedia's Hyperlink Structure.

Stephan Gouws, Gert-Jan van Rooyen, Herman A. Engelbrecht

Proceedings of the 2nd Workshop on The People's Web Meets NLP: Collaboratively Constructed Semantic Resources@COLING 2010, 2010