עקוב אחר
Yoshua Bengio
Yoshua Bengio
Professor of computer science, University of Montreal, Mila, IVADO, CIFAR
כתובת אימייל מאומתת בדומיין umontreal.ca - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Deep learning‏
Y LeCun, Y Bengio, G Hinton‏
nature 521 (7553), 436-444, 2015‏
877182015
Generative adversarial nets‏
I Goodfellow, J Pouget-Abadie, M Mirza, B Xu, D Warde-Farley, S Ozair, ...‏
Advances in neural information processing systems 27, 2014‏
86906*2014
Gradient-based learning applied to document recognition‏
Y LeCun, L Bottou, Y Bengio, P Haffner‏
Proceedings of the IEEE 86 (11), 2278-2324, 1998‏
708321998
Deep learning‏
I Goodfellow‏
MIT press, 2016‏
706632016
Neural machine translation by jointly learning to align and translate‏
D Bahdanau‏
arXiv preprint arXiv:1409.0473, 2014‏
368042014
Learning phrase representations using RNN encoder-decoder for statistical machine translation‏
K Cho‏
arXiv preprint arXiv:1406.1078, 2014‏
322792014
Understanding the difficulty of training deep feedforward neural networks‏
X Glorot, Y Bengio‏
Proceedings of the thirteenth international conference on artificial …, 2010‏
260302010
Graph attention networks‏
P Velickovic, G Cucurull, A Casanova, A Romero, P Lio, Y Bengio‏
stat 1050 (20), 10-48550, 2017‏
24443*2017
Empirical evaluation of gated recurrent neural networks on sequence modeling‏
J Chung, C Gulcehre, KH Cho, Y Bengio‏
arXiv preprint arXiv:1412.3555, 2014‏
178522014
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
167762013
Random search for hyper-parameter optimization.‏
J Bergstra, Y Bengio‏
Journal of machine learning research 13 (2), 2012‏
132782012
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
130171994
Show, attend and tell: Neural image caption generation with visual attention‏
K Xu‏
arXiv preprint arXiv:1502.03044, 2015‏
129792015
Deep sparse rectifier neural networks‏
X Glorot, A Bordes, Y Bengio‏
Proceedings of the fourteenth international conference on artificial …, 2011‏
129192011
Learning Deep Architectures for AI‏
Y Bengio‏
Now Publishers Inc, 2009‏
127072009
A Neural probabilistic language model‏
Y Bengio, R Ducharme, P Vincent‏
Journal of Machine Learning Research 3, 1137-1155, 2003‏
119012003
How transferable are features in deep neural networks?‏
J Yosinski, J Clune, Y Bengio, H Lipson‏
Advances in neural information processing systems 27, 2014‏
111782014
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
95222008
On the properties of neural machine translation: Encoder-decoder approaches‏
K Cho‏
arXiv preprint arXiv:1409.1259, 2014‏
94932014
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
93462010
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מאמרים 1–20