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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
628222015
Gradient-based learning applied to document recognition
Y LeCun, L Bottou, Y Bengio, P Haffner
Proceedings of the IEEE 86 (11), 2278-2324, 1998
537611998
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
138941989
Convolutional networks for images, speech, and time series
Y LeCun, Y Bengio
The handbook of brain theory and neural networks 3361 (10), 1995, 1995
69431995
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
67942014
Efficient backprop
Y LeCun, L Bottou, GB Orr, KR Müller
Neural networks: Tricks of the trade, 9-50, 2002
62782002
Efficient backprop
YA LeCun, L Bottou, GB Orr, KR Müller
Neural networks: Tricks of the trade, 9-48, 1998
6278*1998
The MNIST database of handwritten digits
Y LeCun, C Cortes
62151998
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
54881990
Character-level convolutional networks for text classification
X Zhang, J Zhao, Y LeCun
Advances in neural information processing systems 28, 2015
51952015
Optimal Brain Damage
Y LeCun, JS Denker, SA Solla
Advances in neural information processing systems 2, NIPS 1989 2, 598-605, 1990
51531990
Spectral Networks and Locally Connected Networks on Graphs
J Bruna, W Zaremba, A Szlam, Y LeCun
International Conference on Learning Representations (ICLR 2014), 2014
46092014
Dimensionality reduction by learning an invariant mapping
R Hadsell, S Chopra, Y LeCun
Computer vision and pattern recognition 2006. CVPR 2006. IEEE computer …, 2006
45802006
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
43492005
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 6, 1993
39801993
MNIST handwritten digit database
Y LeCun, C Cortes, C Burges
34332010
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
32532013
Geometric deep learning: going beyond euclidean data
MM Bronstein, J Bruna, Y LeCun, A Szlam, P Vandergheynst
IEEE Signal Processing Magazine 34 (4), 18-42, 2017
29592017
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
28992013
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
28542009
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