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Author
Yoshua Bengio
also known as Bengio Y., Bengio Yoshua, Bengio, Y.
Université de Montréal · HEC Montréal · Canadian Institute for Advanced Research · University of Southern California
About this author
Works
1,278
Cited by
450,447
h-index
183
i10
709
ORCID ↗
Top papers
Deep learning
Yann LeCun, Yoshua Bengio, Geoffrey E. Hinton
·
2015
·
Nature
↗ 80,188
OA
Gradient-based learning applied to document recognition
Yann LeCun, Léon Bottou, Yoshua Bengio, et al.
·
1998
·
Proceedings of the IEEE
↗ 57,535
OA
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
Kyunghyun Cho, Bart van Merriënboer, Çaǧlar Gülçehre, et al.
·
2014
↗ 24,143
OA
Generative adversarial networks
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, et al.
·
2020
·
Communications of the ACM
↗ 13,279
OA
Representation Learning: A Review and New Perspectives
Yoshua Bengio, Aaron Courville, P. M. Durai Raj Vincent
·
2013
·
IEEE Transactions on Pattern Analysis and Machine Intelligence
↗ 12,840
Understanding the difficulty of training deep feedforward neural networks
Xavier Glorot, Yoshua Bengio
·
2010
↗ 12,676
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
Jun‐Young Chung, Çaǧlar Gülçehre, Kyunghyun Cho, et al.
·
2014
·
arXiv (Cornell University)
↗ 10,770
OA
Deep Learning
Ian Goodfellow, Yoshua Bengio, Aaron Courville
·
2016
·
MIT Press eBooks
↗ 8,959
Learning long-term dependencies with gradient descent is difficult
Yoshua Bengio, P. Simard, Paolo Frasconi
·
1994
·
IEEE Transactions on Neural Networks
↗ 8,366
Graph Attention Networks
Veli\v{c}kovi\'c, Petar, Guillem Cucurull, Arantxa Casanova, et al.
·
2017
·
arXiv (Cornell University)
↗ 8,304
OA
Random search for hyper-parameter optimization
James Bergstra, Yoshua Bengio
·
2012
↗ 7,927
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Kelvin Xu, Jimmy Ba, Ryan Kiros, et al.
·
2015
·
arXiv (Cornell University)
↗ 7,512
OA
Books
Deep Learning
2016
·
MIT Press
Learning Deep Architectures for AI
2009
·
Now Publishers Inc
Derin Ögrenme
2018
·
Buzdagi Yayinevi - Akademik Kitaplar
Neural Networks for Speech and Sequence Recognition
1996
·
Itp New Media
Art in the Age of Machine Learning
2021
·
MIT Press
Large-Scale Kernel Machines
2019
·
MIT Press