| Film: Visual reasoning with a general conditioning layer E Perez, F Strub, H De Vries, V Dumoulin, A Courville Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 1175 | 2018 |
| Theano: A Python framework for fast computation of mathematical expressions R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... arXiv e-prints, arXiv: 1605.02688, 2016 | 1075* | 2016 |
| Equilibrated adaptive learning rates for non-convex optimization Y Dauphin, H De Vries, Y Bengio Advances in neural information processing systems 28, 2015 | 612 | 2015 |
| Modulating early visual processing by language H De Vries, F Strub, J Mary, H Larochelle, O Pietquin, AC Courville Advances in Neural Information Processing Systems 30, 2017 | 463 | 2017 |
| Guesswhat?! visual object discovery through multi-modal dialogue H De Vries, F Strub, S Chandar, O Pietquin, H Larochelle, A Courville Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017 | 403 | 2017 |
| Learning visual reasoning without strong priors E Perez, H De Vries, F Strub, V Dumoulin, A Courville arXiv preprint arXiv:1707.03017, 2017 | 229* | 2017 |
| Systematic generalization: What is required and can it be learned? D Bahdanau, S Murty, M Noukhovitch, TH Nguyen, H de Vries, A Courville arXiv preprint arXiv:1811.12889, 2018 | 166 | 2018 |
| End-to-end optimization of goal-driven and visually grounded dialogue systems F Strub, H De Vries, J Mary, B Piot, A Courville, O Pietquin arXiv preprint arXiv:1703.05423, 2017 | 142* | 2017 |
| Feature-wise transformations V Dumoulin, E Perez, N Schucher, F Strub, H Vries, A Courville, Y Bengio Distill 3 (7), e11, 2018 | 132* | 2018 |
| Talk the walk: Navigating new york city through grounded dialogue H De Vries, K Shuster, D Batra, D Parikh, J Weston, D Kiela arXiv preprint arXiv:1807.03367, 2018 | 119 | 2018 |
| Closure: Assessing systematic generalization of clevr models D Bahdanau, H de Vries, TJ O'Donnell, S Murty, P Beaudoin, Y Bengio, ... arXiv preprint arXiv:1912.05783, 2019 | 49* | 2019 |
| Deep Learning Vector Quantization. H De Vries, R Memisevic, AC Courville ESANN, 2016 | 32 | 2016 |
| Towards ecologically valid research on language user interfaces H De Vries, D Bahdanau, C Manning arXiv preprint arXiv:2007.14435, 2020 | 31 | 2020 |
| Graph density-aware losses for novel compositions in scene graph generation B Knyazev, H De Vries, C Cangea, GW Taylor, A Courville, E Belilovsky arXiv preprint arXiv:2005.08230, 2020 | 27 | 2020 |
| Visual reasoning with multi-hop feature modulation F Strub, M Seurin, E Perez, H De Vries, J Mary, P Preux, ACO Pietquin Proceedings of the European Conference on Computer Vision (ECCV), 784-800, 2018 | 24* | 2018 |
| TopiOCQA: Open-domain Conversational Question Answering with Topic Switching V Adlakha, S Dhuliawala, K Suleman, H de Vries, S Reddy Transactions of the Association for Computational Linguistics 10, 468-483, 2022 | 17 | 2022 |
| The power of prompt tuning for low-resource semantic parsing N Schucher, S Reddy, H de Vries arXiv preprint arXiv:2110.08525, 2021 | 16 | 2021 |
| DuoRAT: towards simpler text-to-SQL models T Scholak, R Li, D Bahdanau, H de Vries, C Pal arXiv preprint arXiv:2010.11119, 2020 | 16 | 2020 |
| The Stack: 3 TB of permissively licensed source code D Kocetkov, R Li, LB Allal, J Li, C Mou, CM Ferrandis, Y Jernite, M Mitchell, ... arXiv preprint arXiv:2211.15533, 2022 | 12 | 2022 |
| SantaCoder: don't reach for the stars! LB Allal, R Li, D Kocetkov, C Mou, C Akiki, CM Ferrandis, N Muennighoff, ... arXiv preprint arXiv:2301.03988, 2023 | 11 | 2023 |
Aaron CourvilleAssociate Professor, DIRO, Université de Montréal, Mila, Cifar CAI chairVerified email at umontreal.ca
