Deep learning Y LeCun, Y Bengio, G Hinton nature 521 (7553), 436-444, 2015 | 80756 | 2015 |
Gradient-based learning applied to document recognition Y LeCun, L Bottou, Y Bengio, P Haffner Proceedings of the IEEE 86 (11), 2278-2324, 1998 | 65947 | 1998 |
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 | 16840 | 1989 |
Convolutional networks for images, speech, and time series Y LeCun, Y Bengio The handbook of brain theory and neural networks 3361 (10), 1995, 1995 | 8225 | 1995 |
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 | 7712 | 2014 |
The MNIST database of handwritten digits Y LeCun, C Cortes | 7657 | 1998 |
Efficient backprop Y LeCun, L Bottou, GB Orr, KR Müller Neural networks: Tricks of the trade, 9-50, 2002 | 7186 | 2002 |
Character-level convolutional networks for text classification X Zhang, J Zhao, Y LeCun Advances in neural information processing systems 28, 2015 | 6790 | 2015 |
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 | 6437 | 1990 |
Spectral Networks and Locally Connected Networks on Graphs J Bruna, W Zaremba, A Szlam, Y LeCun International Conference on Learning Representations (ICLR 2014), 2014 | 6097 | 2014 |
Dimensionality reduction by learning an invariant mapping R Hadsell, S Chopra, Y LeCun Computer vision and pattern recognition 2006. CVPR 2006. IEEE computer …, 2006 | 6031 | 2006 |
Optimal Brain Damage Y LeCun, JS Denker, SA Solla Advances in neural information processing systems 2, NIPS 1989 2, 598-605, 1990 | 5963 | 1990 |
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 | 5270 | 2005 |
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 | 4962 | 1993 |
MNIST handwritten digit database Y LeCun, C Cortes, C Burges | 4474 | 2010 |
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 | 3862 | 2017 |
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 | 3473 | 2013 |
A Closer Look at Spatiotemporal Convolutions for Action Recognition D Tran, H Wang, L Torresani, J Ray, Y LeCun, M Paluri computer vision and pattern recognition conference (CVPR 2018), 2017 | 3359 | 2017 |
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 | 3290 | 2013 |
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 | 3075 | 2009 |