| Mutual information neural estimation MI Belghazi, A Baratin, S Rajeshwar, S Ozair, Y Bengio, A Courville, ... International conference on machine learning, 531-540, 2018 | 635 | 2018 |
| Mine: mutual information neural estimation MI Belghazi, A Baratin, S Rajeswar, S Ozair, Y Bengio, A Courville, ... arXiv preprint arXiv:1801.04062, 2018 | 421 | 2018 |
| Augmented cyclegan: Learning many-to-many mappings from unpaired data A Almahairi, S Rajeshwar, A Sordoni, P Bachman, A Courville International Conference on Machine Learning, 195-204, 2018 | 342 | 2018 |
| A deep reinforcement learning chatbot IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... arXiv preprint arXiv:1709.02349, 2017 | 257 | 2017 |
| Adversarial generation of natural language S Rajeswar, S Subramanian, F Dutil, C Pal, A Courville arXiv preprint arXiv:1705.10929, 2017 | 129 | 2017 |
| Text recognition using deep BLSTM networks A Ray, S Rajeswar, S Chaudhury 2015 eighth international conference on advances in pattern recognition …, 2015 | 69 | 2015 |
| Adversarial generation of natural language S Subramanian, S Rajeswar, F Dutil, C Pal, A Courville Proceedings of the 2nd Workshop on Representation Learning for NLP, 241-251, 2017 | 61 | 2017 |
| Towards text generation with adversarially learned neural outlines S Subramanian, SR Mudumba, A Sordoni, A Trischler, AC Courville, ... Advances in Neural Information Processing Systems 31, 2018 | 42 | 2018 |
| Hierarchical adversarially learned inference MI Belghazi, S Rajeswar, O Mastropietro, N Rostamzadeh, J Mitrovic, ... arXiv preprint arXiv:1802.01071, 2018 | 22 | 2018 |
| Philip, Bachman, and Aaron Courville A Almahairi, S Rajeswar, A Sordoni Augmented cyclegan:, Learning many-to-many mappings from unpaired data. In …, 2018 | 13 | 2018 |
| The octopus approach to the Alexa competition: A deep ensemble-based socialbot IV Serban, C Sankar, S Zhang, Z Lin, S Subramanian, T Kim, S Chandar, ... Alexa Prize Proceedings, 2017 | 12 | 2017 |
| A deep reinforcement learning chatbot (short version) IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... arXiv preprint arXiv:1801.06700, 2018 | 11 | 2018 |
| Adversarial computation of optimal transport maps J Leygonie, J She, A Almahairi, S Rajeswar, A Courville arXiv preprint arXiv:1906.09691, 2019 | 10 | 2019 |
| A hypothesize-and-verify framework for text recognition using deep recurrent neural networks A Ray, S Rajeswar, S Chaudhury 2015 13th International Conference on Document Analysis and Recognition …, 2015 | 10 | 2015 |
| Mine: Mutual information neural estimation. arXiv 2018 MI Belghazi, A Baratin, S Rajeswar, S Ozair, Y Bengio, A Courville, ... arXiv preprint arXiv:1801.04062, 1801 | 10 | 1801 |
| Pix2shape: Towards unsupervised learning of 3d scenes from images using a view-based representation S Rajeswar, F Mannan, F Golemo, J Parent-Lévesque, D Vazquez, ... International Journal of Computer Vision 128 (10), 2478-2493, 2020 | 9* | 2020 |
| OCR for bilingual documents using language modeling A Ray, S Rajeswar, S Chaudhury 2015 13th International Conference on Document Analysis and Recognition …, 2015 | 8 | 2015 |
| A deep reinforcement learning chatbot. arXiv 2017 IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... arXiv preprint arXiv:1709.02349, 0 | 6 | |
| Augmented cyclegan: Learning many-to-many mappings from unpaired data. arXiv 2018 A Almahairi, S Rajeswar, A Sordoni, P Bachman, AC Courville arXiv preprint arXiv:1802.10151, 0 | 6 | |
| Multi-label iterated learning for image classification with label ambiguity S Rajeswar, P Rodriguez, S Singhal, D Vazquez, A Courville Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 3 | 2022 |
Aaron CourvilleAssociate Professor, DIRO, Université de Montréal, Mila, Cifar CAI chairAdresse e-mail validée de umontreal.ca
