Seguir
Yoshua Bengio
Yoshua Bengio
Professor of computer science, University of Montreal, Mila, IVADO, CIFAR
Dirección de correo verificada de umontreal.ca - Página principal
Título
Citado por
Citado por
Año
Deep learning
Y LeCun, Y Bengio, G Hinton
nature 521 (7553), 436-444, 2015
624902015
Generative adversarial networks
I Goodfellow, J Pouget-Abadie, M Mirza, B Xu, D Warde-Farley, S Ozair, ...
Communications of the ACM 63 (11), 139-144, 2020
575332020
Gradient-based learning applied to document recognition
Y LeCun, L Bottou, Y Bengio, P Haffner
Proceedings of the IEEE 86 (11), 2278-2324, 1998
536211998
Deep learning
I Goodfellow, Y Bengio, A Courville
MIT press, 2016
490772016
Neural machine translation by jointly learning to align and translate
D Bahdanau, K Cho, Y Bengio
arXiv preprint arXiv:1409.0473, 2014
278672014
Learning phrase representations using RNN encoder-decoder for statistical machine translation
K Cho, B Van Merriënboer, C Gulcehre, D Bahdanau, F Bougares, ...
arXiv preprint arXiv:1406.1078, 2014
233362014
Understanding the difficulty of training deep feedforward neural networks
X Glorot, Y Bengio
Proceedings of the thirteenth international conference on artificial …, 2010
200742010
Representation learning: A review and new perspectives
Y Bengio, A Courville, P Vincent
IEEE transactions on pattern analysis and machine intelligence 35 (8), 1798-1828, 2013
129472013
Empirical evaluation of gated recurrent neural networks on sequence modeling
J Chung, C Gulcehre, KH Cho, Y Bengio
arXiv preprint arXiv:1412.3555, 2014
121502014
Learning deep architectures for AI
Y Bengio
Foundations and trends® in Machine Learning 2 (1), 1-127, 2009
113622009
Show, attend and tell: Neural image caption generation with visual attention
K Xu, J Ba, R Kiros, K Cho, A Courville, R Salakhudinov, R Zemel, ...
International conference on machine learning, 2048-2057, 2015
104072015
Learning long-term dependencies with gradient descent is difficult
Y Bengio, P Simard, P Frasconi
IEEE transactions on neural networks 5 (2), 157-166, 1994
104071994
Deep sparse rectifier neural networks
X Glorot, A Bordes, Y Bengio
Proceedings of the fourteenth international conference on artificial …, 2011
101452011
A Neural probabilistic language model
Y Bengio, R Ducharme, P Vincent
Journal of Machine Learning Research 3, 1137-1155, 2003
97532003
Random search for hyper-parameter optimization.
J Bergstra, Y Bengio
Journal of machine learning research 13 (2), 2012
93792012
Graph attention networks
P Velickovic, G Cucurull, A Casanova, A Romero, P Lio, Y Bengio
stat 1050 (20), 10.48550, 2017
92672017
How transferable are features in deep neural networks?
J Yosinski, J Clune, Y Bengio, H Lipson
Advances in neural information processing systems 27, 2014
86622014
Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion.
P Vincent, H Larochelle, I Lajoie, Y Bengio, PA Manzagol, L Bottou
Journal of machine learning research 11 (12), 2010
78692010
Extracting and composing robust features with denoising autoencoders
P Vincent, H Larochelle, Y Bengio, PA Manzagol
Proceedings of the 25th international conference on Machine learning, 1096-1103, 2008
76442008
Convolutional networks for images, speech, and time series
Y LeCun, Y Bengio
The handbook of brain theory and neural networks 3361 (10), 1995, 1995
66971995
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20