Quoc V. Le
Quoc V. Le
Research Scientist, Google Brain
Verified email at stanford.edu - Homepage
TitleCited byYear
Sequence to sequence learning with neural networks
I Sutskever, O Vinyals, QV Le
Advances in neural information processing systems, 3104-3112, 2014
78602014
Distributed representations of sentences and documents
Q Le, T Mikolov
International conference on machine learning, 1188-1196, 2014
44522014
Large scale Distributed Deep Networks
AYN J. Dean, G.S. Corrado, R. Monga, K. Chen, M. Devin
Advances In Neural Information Processing Systems 25 (7), 2012
2155*2012
Building high-level features using large scale unsupervised learning
QV Le, MA Ranzato, R Monga, M Devin, K Chen, GS Corrado, J Dean, ...
International Conference on Machine Learning, 2012
19612012
Google's neural machine translation system: Bridging the gap between human and machine translation
Y Wu, M Schuster, Z Chen, QV Le, M Norouzi, W Macherey, M Krikun, ...
arXiv preprint arXiv:1609.08144, 2016
17752016
Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis
QV Le, WY Zou, SY Yeung, AY Ng
CVPR 2011, 3361-3368, 2011
10252011
Neural architecture search with reinforcement learning
B Zoph, QV Le
arXiv preprint arXiv:1611.01578, 2016
9582016
A neural conversational model
O Vinyals, Q Le
arXiv preprint arXiv:1506.05869, 2015
9312015
Listen, attend and spell: A neural network for large vocabulary conversational speech recognition
W Chan, N Jaitly, Q Le, O Vinyals
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
819*2016
Learning transferable architectures for scalable image recognition
B Zoph, V Vasudevan, J Shlens, QV Le
Proceedings of the IEEE conference on computer vision and pattern …, 2018
7592018
Exploiting similarities among languages for machine translation
T Mikolov, QV Le, I Sutskever
arXiv preprint arXiv:1309.4168, 2013
7552013
On optimization methods for deep learning
QV Le, J Ngiam, A Coates, A Lahiri, B Prochnow, AY Ng
Proceedings of the 28th International Conference on International Conference …, 2011
7332011
Learning to rank with nonsmooth cost functions
CJCBRR Quoc, V Le
Advances in Neural Information Processing Systems 19: Proceedings of the …, 2007
636*2007
Grounded compositional semantics for finding and describing images with sentences
R Socher, A Karpathy, QV Le, CD Manning, AY Ng
Transactions of the Association for Computational Linguistics 2, 207-218, 2014
5612014
Google’s multilingual neural machine translation system: Enabling zero-shot translation
M Johnson, M Schuster, QV Le, M Krikun, Y Wu, Z Chen, N Thorat, ...
Transactions of the Association for Computational Linguistics 5, 339-351, 2017
4882017
Addressing the rare word problem in neural machine translation
MT Luong, I Sutskever, QV Le, O Vinyals, W Zaremba
arXiv preprint arXiv:1410.8206, 2014
4652014
Semi-supervised sequence learning
AM Dai, QV Le
Advances in neural information processing systems, 3079-3087, 2015
4282015
Learning graph matching
TS Caetano, JJ McAuley, L Cheng, QV Le, AJ Smola
IEEE transactions on pattern analysis and machine intelligence 31 (6), 1048-1058, 2009
4082009
Cofi rank-maximum margin matrix factorization for collaborative ranking
M Weimer, A Karatzoglou, QV Le, AJ Smola
Advances in neural information processing systems, 1593-1600, 2008
4012008
On rectified linear units for speech processing
MD Zeiler, M Ranzato, R Monga, M Mao, K Yang, QV Le, P Nguyen, ...
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
3922013
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Articles 1–20