| Learning mid-level features for recognition YL Boureau, F Bach, Y LeCun, J Ponce 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010 | 1266 | 2010 |
| Unsupervised learning of invariant feature hierarchies with applications to object recognition MA Ranzato, FJ Huang, YL Boureau, Y LeCun Computer Vision and Pattern Recognition, 2007. CVPR'07. IEEE Conference on, 1-8, 2007 | 1263 | 2007 |
| A theoretical analysis of feature pooling in visual recognition YL Boureau, J Ponce, Y LeCun Proceedings of the 27th international conference on machine learning (ICML …, 2010 | 1229 | 2010 |
| Sparse feature learning for deep belief networks MA Ranzato, YL Boureau, Y LeCun Advances in neural information processing systems 20, 1185-1192, 2007 | 908 | 2007 |
| Learning convolutional feature hierarchies for visual recognition K Kavukcuoglu, P Sermanet, YL Boureau, K Gregor, M Mathieu, Y LeCun Advances in Neural Information Processing Systems, 2010 | 646 | 2010 |
| Learning end-to-end goal-oriented dialog A Bordes, YL Boureau, J Weston arXiv preprint arXiv:1605.07683, 2016 | 600 | 2016 |
| Opponency revisited: competition and cooperation between dopamine and serotonin YL Boureau, P Dayan Neuropsychopharmacology 36 (1), 74-97, 2010 | 394 | 2010 |
| Ask the locals: multi-way local pooling for image recognition YL Boureau, N Le Roux, F Bach, J Ponce, Y LeCun | 323 | 2011 |
| Deciding How To Decide: Self-Control and Meta-Decision Making YL Boureau, P Sokol-Hessner, ND Daw Trends in Cognitive Sciences, 2015 | 140 | 2015 |
| Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset H Rashkin, EM Smith, M Li, YL Boureau Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 110* | 2019 |
| A unified energy-based framework for unsupervised learning MA Ranzato, YL Boureau, S Chopra, Y LeCun Proc. Conference on AI and Statistics (AI-Stats), 2007 | 110 | 2007 |
| A theoretical analysis of feature pooling in vision algorithms Y Boureau, J Ponce, Y LeCun Proc. International Conference on Machine learning (ICML’10) 28, 2010 | 99 | 2010 |
| Multiple-attribute text rewriting G Lample, S Subramanian, E Smith, L Denoyer, MA Ranzato, YL Boureau International Conference on Learning Representations, 2018 | 80 | 2018 |
| Recipes for building an open-domain chatbot S Roller, E Dinan, N Goyal, D Ju, M Williamson, Y Liu, J Xu, M Ott, ... arXiv preprint arXiv:2004.13637, 2020 | 59 | 2020 |
| On the Pitfalls of Measuring Emergent Communication R Lowe, J Foerster, YL Boureau, J Pineau, Y Dauphin Proceedings of the 18th International Conference on Autonomous Agents and …, 2019 | 55 | 2019 |
| Multiple-Attribute Text Style Transfer S Subramanian, G Lample, EM Smith, L Denoyer, MA Ranzato, ... arXiv preprint arXiv:1811.00552, 2018 | 40 | 2018 |
| Overview of the sixth dialog system technology challenge: DSTC6 C Hori, J Perez, R Higashinaka, T Hori, YL Boureau, M Inaba, ... Computer Speech & Language 55, 1-25, 2019 | 26 | 2019 |
| Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills EM Smith, M Williamson, K Shuster, J Weston, YL Boureau arXiv preprint arXiv:2004.08449, 2020 | 21 | 2020 |
| Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training M Li, S Roller, I Kulikov, S Welleck, YL Boureau, K Cho, J Weston arXiv preprint arXiv:1911.03860, 2019 | 21 | 2019 |
| Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue D Kang, A Balakrishnan, P Shah, P Crook, YL Boureau, J Weston arXiv preprint arXiv:1909.03922, 2019 | 17 | 2019 |
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
