| 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 | 2006 | 2005 |
| Dimensionality reduction by learning an invariant mapping R Hadsell, S Chopra, Y LeCun 2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006 | 1382 | 2006 |
| Overcoming catastrophic forgetting in neural networks J Kirkpatrick, R Pascanu, N Rabinowitz, J Veness, G Desjardins, AA Rusu, ... Proceedings of the national academy of sciences 114 (13), 3521-3526, 2017 | 869 | 2017 |
| Progressive neural networks AA Rusu, NC Rabinowitz, G Desjardins, H Soyer, J Kirkpatrick, ... arXiv preprint arXiv:1606.04671, 2016 | 550 | 2016 |
| A tutorial on energy-based learning Y LeCun, S Chopra, R Hadsell, M Ranzato, F Huang Predicting structured data 1 (0), 2006 | 506 | 2006 |
| Learning to navigate in complex environments P Mirowski, R Pascanu, F Viola, H Soyer, AJ Ballard, A Banino, M Denil, ... arXiv preprint arXiv:1611.03673, 2016 | 352 | 2016 |
| Learning long‐range vision for autonomous off‐road driving R Hadsell, P Sermanet, J Ben, A Erkan, M Scoffier, K Kavukcuoglu, ... Journal of Field Robotics 26 (2), 120-144, 2009 | 319 | 2009 |
| Sim-to-real robot learning from pixels with progressive nets AA Rusu, M Vecerik, T Rothörl, N Heess, R Pascanu, R Hadsell arXiv preprint arXiv:1610.04286, 2016 | 238 | 2016 |
| Policy distillation AA Rusu, SG Colmenarejo, C Gulcehre, G Desjardins, J Kirkpatrick, ... arXiv preprint arXiv:1511.06295, 2015 | 223 | 2015 |
| Vector-based navigation using grid-like representations in artificial agents A Banino, C Barry, B Uria, C Blundell, T Lillicrap, P Mirowski, A Pritzel, ... Nature 557 (7705), 429-433, 2018 | 174 | 2018 |
| Distral: Robust multitask reinforcement learning Y Teh, V Bapst, WM Czarnecki, J Quan, J Kirkpatrick, R Hadsell, N Heess, ... Advances in Neural Information Processing Systems, 4496-4506, 2017 | 162 | 2017 |
| Meta-learning with latent embedding optimization AA Rusu, D Rao, J Sygnowski, O Vinyals, R Pascanu, S Osindero, ... arXiv preprint arXiv:1807.05960, 2018 | 131 | 2018 |
| Improved global routing through congestion estimation RT Hadsell, PH Madden Proceedings 2003. Design Automation Conference (IEEE Cat. No. 03CH37451), 28-31, 2003 | 103 | 2003 |
| Graph networks as learnable physics engines for inference and control A Sanchez-Gonzalez, N Heess, JT Springenberg, J Merel, M Riedmiller, ... arXiv preprint arXiv:1806.01242, 2018 | 102 | 2018 |
| Progress & compress: A scalable framework for continual learning J Schwarz, J Luketina, WM Czarnecki, A Grabska-Barwinska, YW Teh, ... arXiv preprint arXiv:1805.06370, 2018 | 98 | 2018 |
| The limits and potentials of deep learning for robotics N Sünderhauf, O Brock, W Scheirer, R Hadsell, D Fox, J Leitner, B Upcroft, ... The International Journal of Robotics Research 37 (4-5), 405-420, 2018 | 94 | 2018 |
| Deep belief net learning in a long-range vision system for autonomous off-road driving R Hadsell, A Erkan, P Sermanet, M Scoffier, U Muller, Y LeCun 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2008 | 92 | 2008 |
| Reinforcement and imitation learning for diverse visuomotor skills Y Zhu, Z Wang, J Merel, A Rusu, T Erez, S Cabi, S Tunyasuvunakool, ... arXiv preprint arXiv:1802.09564, 2018 | 81 | 2018 |
| Learning to navigate in cities without a map P Mirowski, M Grimes, M Malinowski, KM Hermann, K Anderson, ... Advances in Neural Information Processing Systems, 2419-2430, 2018 | 71 | 2018 |
| Method and apparatus for real-time pedestrian detection for urban driving SH Jung, M Bansal, BCM Matei, J Eledath, HS Sawhney, R Kumar, ... US Patent 8,861,842, 2014 | 69 | 2014 |
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityE-mail confirmado em cs.nyu.edu
