Yann LeCun
Yann LeCun
Chief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York University
Adresse e-mail validée de cs.nyu.edu - Page d'accueil
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Deep learning
Y LeCun, Y Bengio, G Hinton
nature 521 (7553), 436-444, 2015
315142015
Gradient-based learning applied to document recognition
Y LeCun, L Bottou, Y Bengio, P Haffner
Proceedings of the IEEE 86 (11), 2278-2324, 1998
309251998
Backpropagation applied to handwritten zip code recognition
Y LeCun, B Boser, JS Denker, D Henderson, RE Howard, W Hubbard, ...
Neural computation 1 (4), 541-551, 1989
72891989
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks
P Sermanet, D Eigen, X Zhang, M Mathieu, R Fergus, Y LeCun
International Conference on Learning Representations (ICLR 2014), 2014
41832014
Convolutional networks for images, speech, and time series
Y LeCun, Y Bengio
The handbook of brain theory and neural networks 3361 (10), 1995, 1995
38701995
Efficient backprop
YA LeCun, L Bottou, GB Orr, KR Müller
Neural networks: Tricks of the trade, 9-48, 2012
36472012
Efficient backprop
YA LeCun, L Bottou, GB Orr, KR Müller
Neural networks: Tricks of the trade, 9-48, 1998
3647*1998
Handwritten digit recognition with a back-propagation network
Y LeCun, B Boser, JS Denker, D Henderson, RE Howard, W Hubbard, ...
Advances in neural information processing systems 2, NIPS 1989, 396-404, 1990
35191990
Optimal Brain Damage
Y LeCun, JS Denker, SA Solla
Advances in neural information processing systems 2, NIPS 1989 2, 598-605, 1990
34941990
The MNIST database of handwritten digits
Y LeCun, C Cortes
31391998
Character-level convolutional networks for text classification
X Zhang, J Zhao, Y LeCun
Advances in neural information processing systems, 649-657, 2015
26242015
Learning a similarity metric discriminatively, with application to face verification
S Chopra, R Hadsell, Y LeCun
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
25032005
Learning Hierarchical Features for Scene Labeling
C Farabet, C Couprie, L Najman, Y LeCun
IEEE Transactions on Pattern Analysis and Machine Intelligence 8 (35), 1915-1929, 2013
24712013
What is the best multi-stage architecture for object recognition?
K Jarrett, K Kavukcuoglu, MA Ranzato, Y LeCun
Computer Vision, 2009. ICCV 2009. IEEE 12th International Conference on …, 2009
21652009
Signature verification using a" siamese" time delay neural network
J Bromley, I Guyon, Y LeCun, E Säckinger, R Shah
Advances in neural information processing systems, 737-744, 1994
20471994
Regularization of neural networks using dropconnect
L Wan, M Zeiler, S Zhang, Y LeCun, R Fergus
30th International Conference on Machine Learning (ICML 2013), 1058-1066, 2013
20152013
Dimensionality reduction by learning an invariant mapping
R Hadsell, S Chopra, Y LeCun
Computer vision and pattern recognition 2006. CVPR 2006. IEEE computer …, 2006
18902006
Spectral Networks and Locally Connected Networks on Graphs
J Bruna, W Zaremba, A Szlam, Y LeCun
International Conference on Learning Representations (ICLR 2014), 2014
17312014
Convolutional networks and applications in vision
Y LeCun, K Kavukcuoglu, C Farabet
Proceedings of 2010 IEEE international symposium on circuits and systems …, 2010
16862010
Efficient learning of sparse representations with an energy-based model
MA Ranzato, C Poultney, S Chopra, Y LeCun
Advances in neural information processing systems 19, NIPS 2006 19, 1137-1144, 2006
14002006
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