フォロー
Oriol Vinyals
Oriol Vinyals
Research Scientist at Google DeepMind
確認したメール アドレス: google.com - ホームページ
タイトル
引用先
引用先
TensorFlow: Large-scale machine learning on heterogeneous systems, 2015
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
Software available from tensorflow. org, 0
56741*
Sequence to Sequence Learning with Neural Networks
I Sutskever
arXiv preprint arXiv:1409.3215, 2014
278242014
Highly accurate protein structure prediction with AlphaFold
J Jumper, R Evans, A Pritzel, T Green, M Figurnov, O Ronneberger, ...
nature 596 (7873), 583-589, 2021
271652021
Distilling the Knowledge in a Neural Network
G Hinton
arXiv preprint arXiv:1503.02531, 2015
216022015
Matching networks for one shot learning
O Vinyals, C Blundell, T Lillicrap, D Wierstra
Advances in neural information processing systems 29, 2016
11146*2016
Representation learning with contrastive predictive coding
A Oord, Y Li, O Vinyals
arXiv preprint arXiv:1807.03748, 2018
95672018
Google’s neural machine translation system: Bridging the gap between human and machine translation
Y Wu
arXiv preprint arXiv:1609.08144, 2016
89392016
Neural message passing for quantum chemistry
J Gilmer, SS Schoenholz, PF Riley, O Vinyals, GE Dahl
International conference on machine learning, 1263-1272, 2017
88712017
Show and tell: A neural image caption generator
O Vinyals, A Toshev, S Bengio, D Erhan
Proceedings of the IEEE conference on computer vision and pattern …, 2015
77962015
Understanding deep learning (still) requires rethinking generalization
C Zhang, S Bengio, M Hardt, B Recht, O Vinyals
Communications of the ACM 64 (3), 107-115, 2021
72932021
Decaf: A deep convolutional activation feature for generic visual recognition
J Donahue, Y Jia, O Vinyals, J Hoffman, N Zhang, E Tzeng, T Darrell
International conference on machine learning, 647-655, 2014
61032014
Wavenet: A generative model for raw audio
A Van Den Oord, S Dieleman, H Zen, K Simonyan, O Vinyals, A Graves, ...
arXiv preprint arXiv:1609.03499 12, 2016
56252016
Grandmaster level in StarCraft II using multi-agent reinforcement learning
O Vinyals, I Babuschkin, WM Czarnecki, M Mathieu, A Dudzik, J Chung, ...
nature 575 (7782), 350-354, 2019
46812019
WaveNet: A Generative Model for Raw Audio
A Oord
arXiv preprint arXiv:1609.03499, 2016
4479*2016
Neural discrete representation learning
A Van Den Oord, O Vinyals
Advances in neural information processing systems 30, 2017
43552017
Recurrent neural network regularization
W Zaremba
arXiv preprint arXiv:1409.2329, 2014
38752014
Relational inductive biases, deep learning, and graph networks
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
38052018
Pointer networks
O Vinyals, M Fortunato, N Jaitly
Advances in neural information processing systems 28, 2015
37422015
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
3402*2016
Beyond short snippets: Deep networks for video classification
J Yue-Hei Ng, M Hausknecht, S Vijayanarasimhan, O Vinyals, R Monga, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2015
30902015
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