| Deep learning Y LeCun, Y Bengio, G Hinton nature 521 (7553), 436-444, 2015 | 62651 | 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 | 53621 | 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 | 13866 | 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 | 6925 | 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 | 6782 | 2014 |
| Efficient backprop Y LeCun, L Bottou, GB Orr, KR Müller Neural networks: Tricks of the trade, 9-50, 2002 | 6271 | 2002 |
| Efficient backprop YA LeCun, L Bottou, GB Orr, KR Müller Neural networks: Tricks of the trade, 9-48, 1998 | 6271* | 1998 |
| The MNIST database of handwritten digits Y LeCun, C Cortes | 6206 | 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 | 5476 | 1990 |
| Character-level convolutional networks for text classification X Zhang, J Zhao, Y LeCun Advances in neural information processing systems 28, 2015 | 5187 | 2015 |
| Optimal Brain Damage Y LeCun, JS Denker, SA Solla Advances in neural information processing systems 2, NIPS 1989 2, 598-605, 1990 | 5145 | 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 | 4600 | 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 | 4568 | 2006 |
| 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 | 4339 | 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 | 3970 | 1993 |
| MNIST handwritten digit database Y LeCun, C Cortes, C Burges | 3435 | 2010 |
| 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 | 3251 | 2013 |
| 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 | 2947 | 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 | 2893 | 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 | 2849 | 2009 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARumontreal.ca의 이메일 확인됨
