| The challenge of mapping the human connectome based on diffusion tractography KH Maier-Hein, PF Neher, JC Houde, MA Côté, E Garyfallidis, J Zhong, ... Nature communications 8 (1), 1349, 2017 | 1215 | 2017 |
| Neural autoregressive distribution estimation B Uria, MA Côté, K Gregor, I Murray, H Larochelle Journal of Machine Learning Research 17 (205), 1-37, 2016 | 397 | 2016 |
| Textworld: A learning environment for text-based games MA Côté, Á Kádár, X Yuan, B Kybartas, T Barnes, E Fine, J Moore, ... Workshop on Computer Games, 41-75, 2018 | 310 | 2018 |
| Alfworld: Aligning text and embodied environments for interactive learning M Shridhar, X Yuan, MA Côté, Y Bisk, A Trischler, M Hausknecht arXiv preprint arXiv:2010.03768, 2020 | 296 | 2020 |
| Unsupervised state representation learning in atari A Anand, E Racah, S Ozair, Y Bengio, MA Côté, RD Hjelm Advances in Neural Information Processing Systems, 8766-8779, 2019 | 295 | 2019 |
| Recognition of white matter bundles using local and global streamline-based registration and clustering E Garyfallidis, MA Côté, F Rheault, J Sidhu, J Hau, L Petit, D Fortin, ... NeuroImage 170, 283-295, 2018 | 261 | 2018 |
| Tractometer: towards validation of tractography pipelines MA Côté, G Girard, A Boré, E Garyfallidis, JC Houde, M Descoteaux Medical image analysis 17 (7), 844-857, 2013 | 255 | 2013 |
| Z-forcing: Training stochastic recurrent networks AG ALIAS PARTH GOYAL, A Sordoni, MA Côté, NR Ke, Y Bengio Advances in neural information processing systems 30, 2017 | 218 | 2017 |
| Theano: A Python framework for fast computation of mathematical expressions TTD Team, R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, ... arXiv preprint arXiv:1605.02688, 2016 | 215 | 2016 |
| Interactive fiction games: A colossal adventure M Hausknecht, P Ammanabrolu, MA Côté, X Yuan Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 7903-7910, 2020 | 185 | 2020 |
| A test-retest study on Parkinson's PPMI dataset yields statistically significant white matter fascicles M Cousineau, PM Jodoin, E Garyfallidis, MA Côté, FC Morency, ... NeuroImage: Clinical 16, 222-233, 2017 | 148 | 2017 |
| nipy/nibabel: 3.2. 1 M Brett, CJ Markiewicz, M Hanke, MA Côté, B Cipollini, P McCarthy, ... Zenodo, 2020 | 118* | 2020 |
| Learning dynamic belief graphs to generalize on text-based games A Adhikari, X Yuan, MA Côté, M Zelinka, MA Rondeau, R Laroche, ... Advances in Neural Information Processing Systems 33, 3045-3057, 2020 | 111 | 2020 |
| Scienceworld: Is your agent smarter than a 5th grader? R Wang, P Jansen, MA Côté, P Ammanabrolu arXiv preprint arXiv:2203.07540, 2022 | 73 | 2022 |
| Tractography-based connectomes are dominated by false-positive connections KH Maier-Hein, P Neher, JC Houde, MA Côté, E Garyfallidis, J Zhong, ... BioRxiv, 084137, 2016 | 72 | 2016 |
| An infinite restricted Boltzmann machine MA Côté, H Larochelle Neural computation 28 (7), 1265-1288, 2016 | 71 | 2016 |
| Graph policy network for transferable active learning on graphs S Hu, Z Xiong, M Qu, X Yuan, MA Côté, Z Liu, J Tang Advances in Neural Information Processing Systems 33, 10174-10185, 2020 | 67 | 2020 |
| Learn to track: deep learning for tractography P Poulin, MA Côté, JC Houde, L Petit, PF Neher, KH Maier-Hein, ... Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 63 | 2017 |
| Counting to explore and generalize in text-based games X Yuan, MA Côté, A Sordoni, R Laroche, RT Combes, M Hausknecht, ... arXiv preprint arXiv:1806.11525, 2018 | 61 | 2018 |
| Fiber tractography using machine learning PF Neher, MA Côté, JC Houde, M Descoteaux, KH Maier-Hein Neuroimage 158, 417-429, 2017 | 57 | 2017 |
Maxime DescoteauxProfessor of Computer Science, Université de SherbrookeVerified email at usherbrooke.ca
