Oriol Vinyals
Co-Authors
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Alexander Toshev
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Amarnag
Subramanya
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Andrew M.
Dai
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Andrew W.
Senior
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Andy
Davis
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Benoit Steiner
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Carlos
Colmenares
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Christopher Olah
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Craig
Citro
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Dan
Gillick
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David
Sussillo
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Derek G.
Murray
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Dumitru
Erhan
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Enrique
Alfonseca
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Erik
McDermott
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Eugene
Brevdo
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Fernanda
Viegas
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Geoffrey
E. Hinton
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Geoffrey
Irving
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Georg
Heigold
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George
Toderici
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Greg
Corrado
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Hasim Sak
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Jeffrey Dean
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Jonathon
Shlens
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Josh
Levenberg
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Katja
Filippova
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Kevin
Wilson
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Kunal Talwar
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Larry P.
Heck
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Lukasz
Kaiser
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Manjunath Kudlur
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Martin
Wattenberg
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Martin
Wicke
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Martín Abadi
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Matthieu
Devin
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Michael
Isard
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Mike
Schuster
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Navdeep
Jaitly
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Noam Shazeer
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Paul A. Tucker
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Paul
Barham
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Pete
Warden
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Quoc V. Le
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Rajat
Monga
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Ron J.
Weiss
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Samy Bengio
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Sanjay
Ghemawat
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Sherry Moore
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Slav
Petrov
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Tara N.
Sainath
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Thomas Dean
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Vijay
Vasudevan
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Vincent
Vanhoucke
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Xiaoqiang Zheng
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Yangqing
Jia
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Yonghui
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Yuan Yu
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Zhifeng
Chen
Google Publications
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Navdeep Jaitly, David Sussillo, Quoc V. Le, Oriol Vinyals, Ilya Sutskever, Samy Bengio
NIPS 2016 (2016) (to appear)
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Contextual LSTM: A Step towards Hierarchical Language Modeling
Shalini Ghosh, Oriol Vinyals, Brian Strope, Scott Roy, Tom Dean, Larry Heck
Workshop on Large-scale Deep Learning for Data Mining - KDD (2016) (to appear)
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Exploring the limits of language modeling
Rafal Jozefowicz, Oriol Vinyals, Mike Schuster, Noam Shazeer, Yonghui Wu
Google Inc. (2016)
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Generating Sentences from a Continuous Space
Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, Andrew M. Dai, Rafal Jozefowicz, Samy Bengio
CoNLL (2016) (to appear)
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Listen, Attend and Spell: A Neural Network for Large Vocabulary Conversational Speech Recognition
William Chan, Navdeep Jaitly, Quoc V. Le, Oriol Vinyals
ICASSP (2016)
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Multi-task Sequence to Sequence Learning
Thang Luong, Quoc V. Le, Ilya Sutskever, Oriol Vinyals, Lukasz Kaiser
International Conference on Learning Representations (2016)
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Multilingual Language Processing From Bytes
Dan Gillick, Cliff Brunk, Oriol Vinyals, Amarnag Subramanya
NAACL (2016) (to appear)
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Order matters: Sequence to sequence for sets
Oriol Vinyals, Samy Bengio, Manjunath Kudlur
International Conference on Learning Representations (ICLR) (2016) (to appear)
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ICML Deep Learning Workshop (2015)
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Addressing the Rare Word Problem in Neural Machine Translation
Thang Luong, Ilya Sutskever, Quoc V. Le, Oriol Vinyals, Wojciech Zaremba
ACL (2015)
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An Online Sequence-to-Sequence Model Using Partial Conditioning
Navdeep Jaitly, Quoc V. Le, Oriol Vinyals, Samy Bengio
ARXIV (2015)
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Beyond Short Snippets: Deep Networks for Video Classification
Joe Yue-Hei Ng, Matthew Hausknecht, Sudheendra Vijayanarasimhan, Oriol Vinyals, Rajat Monga, George Toderici
Computer Vision and Pattern Recognition (2015)
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Convolutional, Long Short-Term Memory, Fully Connected Deep Neural Networks
Tara Sainath, Oriol Vinyals, Andrew Senior, Hasim Sak
ICASSP (2015)
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Grammar as a Foreign Language
Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton
NIPS (2015)
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Learning the Speech Front-end with Raw Waveform CLDNNs
Tara Sainath, Ron J. Weiss, Kevin Wilson, Andrew W. Senior, Oriol Vinyals
Interspeech (2015)
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Qualitatively Characterizing Neural Network Optimization Problems
Ian Goodfellow, Oriol Vinyals, Andrew Saxe
International Conference on Learning Representations (2015)
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Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
Samy Bengio, Oriol Vinyals, Navdeep Jaitly, Noam M. Shazeer
Advances in Neural Information Processing Systems, NIPS (2015)
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Sentence Compression by Deletion with LSTMs
Katja Filippova, Enrique Alfonseca, Carlos Colmenares, Lukasz Kaiser, Oriol Vinyals
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP'15)
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Show and tell: A neural image caption generator
Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan
Computer Vision and Pattern Recognition (2015)
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TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Greg Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Jozefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mané, Rajat Monga, Sherry Moore, Derek Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda Viégas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, Xiaoqiang Zheng
tensorflow.org (2015)
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Towards Principled Unsupervised Learning
Ilya Sutskever, Rafal Jozefowicz, Karol Gregor, Danilo Rezende, Tim Lillicrap, Oriol Vinyals
Google Inc. (2015)
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Distilling the Knowledge in a Neural Network
Geoffrey Hinton, Oriol Vinyals, Jeffrey Dean
NIPS Deep Learning and Representation Learning Workshop (2014)
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Recurrent Neural Network Regularization
Wojciech Zaremba, Ilya Sutskever, Oriol Vinyals
Google Inc. (2014)
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Sequence Discriminative Distributed Training of Long Short-Term Memory Recurrent Neural Networks
Hasim Sak, Oriol Vinyals, Georg Heigold, Andrew Senior, Erik McDermott, Rajat Monga, Mark Mao
Interspeech (2014)
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Sequence to Sequence Learning with Neural Networks
Ilya Sutskever, Oriol Vinyals, Quoc V. Le
Proc. NIPS, Montreal, CA (2014)
Previous Publications
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Listen, Attend and Spell
William Chan, Navdeep Jaitly, Quoc V. Le, Oriol Vinyals
CoRR, vol. abs/1508.01211 (2015)
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Pointer Networks
Oriol Vinyals, Meire Fortunato, Navdeep Jaitly
CoRR, vol. abs/1506.03134 (2015)
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Pointer Networks
Oriol Vinyals, Meire Fortunato, Navdeep Jaitly
NIPS (2015), pp. 2692-2700
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Recurrent Neural Networks for Noise Reduction in Robust ASR
Andrew Maas, Quoc V. Le, Tyler M. O’Neil, Oriol Vinyals, Patrick Nguyen, Andrew Y. Ng
INTERSPEECH (2012)
