Quoc V. Le
Quoc V. Le
Research Scientist, Google Brain
Verifierad e-postadress på stanford.edu - Startsida
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Sequence to sequence learning with neural networks
I Sutskever, O Vinyals, QV Le
Advances in neural information processing systems, 3104-3112, 2014
123522014
Distributed representations of sentences and documents
Q Le, T Mikolov
International conference on machine learning, 1188-1196, 2014
65132014
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
33332016
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
2853*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
23052012
Neural architecture search with reinforcement learning
B Zoph, QV Le
arXiv preprint arXiv:1611.01578, 2016
20082016
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
19262018
A neural conversational model
O Vinyals, Q Le
arXiv preprint arXiv:1506.05869, 2015
14422015
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
1341*2016
Xlnet: Generalized autoregressive pretraining for language understanding
Z Yang, Z Dai, Y Yang, J Carbonell, RR Salakhutdinov, QV Le
Advances in neural information processing systems, 5753-5763, 2019
12482019
Exploiting similarities among languages for machine translation
T Mikolov, QV Le, I Sutskever
arXiv preprint arXiv:1309.4168, 2013
11652013
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
11292011
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
9532017
On optimization methods for deep learning
QV Le, J Ngiam, A Coates, A Lahiri, B Prochnow, AY Ng
ICML, 2011
8992011
Efficient neural architecture search via parameter sharing
H Pham, MY Guan, B Zoph, QV Le, J Dean
arXiv preprint arXiv:1802.03268, 2018
8752018
Efficientnet: Rethinking model scaling for convolutional neural networks
M Tan, QV Le
arXiv preprint arXiv:1905.11946, 2019
8742019
Regularized evolution for image classifier architecture search
E Real, A Aggarwal, Y Huang, QV Le
Proceedings of the aaai conference on artificial intelligence 33, 4780-4789, 2019
8052019
Searching for activation functions
P Ramachandran, B Zoph, QV Le
arXiv preprint arXiv:1710.05941, 2017
774*2017
Semi-supervised sequence learning
AM Dai, QV Le
Advances in neural information processing systems, 3079-3087, 2015
7442015
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
7332014
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Artiklar 1–20