| 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), 1-13, 2017 | 411 | 2017 |
| 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 | 152 | 2013 |
| Neural autoregressive distribution estimation B Uria, MA Côté, K Gregor, I Murray, H Larochelle The Journal of Machine Learning Research 17 (1), 7184-7220, 2016 | 145 | 2016 |
| 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 | 117 | 2016 |
| Z-forcing: Training stochastic recurrent networks AGAP Goyal, A Sordoni, MA Côté, NR Ke, Y Bengio Advances in neural information processing systems, 6713-6723, 2017 | 90 | 2017 |
| 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 | 69 | 2018 |
| An infinite restricted Boltzmann machine MA Côté, H Larochelle Neural computation 28 (7), 1265-1288, 2016 | 51 | 2016 |
| Tractography-based connectomes are dominated by false-positive connections K Maier-Hein, P Neher, JC Houde, MA Cote, E Garyfallidis, J Zhong, ... bioRxiv, 084137, 2016 | 48 | 2016 |
| 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 | 41 | 2017 |
| 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 | 36 | 2019 |
| 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 | 27 | 2018 |
| Tractometer: online evaluation system for tractography MA Côté, A Boré, G Girard, JC Houde, M Descoteaux International Conference on Medical Image Computing and Computer-Assisted …, 2012 | 25 | 2012 |
| Cleaning up the mess: tractography outlier removal using hierarchical QuickBundles clustering MA Côté, E Garyfallidis, H Larochelle, M Descoteaux Proceedings of: International Society of Magnetic Resonance in Medicine (ISMRM), 2015 | 24 | 2015 |
| Tractography-based connectomes are dominated by false-positive connections. bioRxiv K Maier-Hein, P Neher, JC Houde, MA Cote, E Garyfallidis, J Zhong, ... November, 2016 | 23 | 2016 |
| Fiber tractography using machine learning PF Neher, MA Cote, JC Houde, M Descoteaux, KH Maier-Hein Neuroimage 158, 417-429, 2017 | 21 | 2017 |
| Learn to track: Deep learning for tractography P Poulin, MA Cote, JC Houde, L Petit, PF Neher, KH Maier-Hein, ... International Conference on Medical Image Computing and Computer-Assisted …, 2017 | 20 | 2017 |
| Theano: A Python framework for fast computation of mathematical expressions. arXiv e-prints, abs/1605.02688 R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... URL http://arxiv. org/abs/1605.02688, 2016 | 20 | 2016 |
| nibabel: 2.1. 0 M Brett, M Hanke, B Cipollini, MA Côté, C Markiewicz, S Gerhard, ... Zenodo, 2016 | 19 | 2016 |
| 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 | 17 | 2018 |
| Lessons learned in multilingual grounded language learning Á Kádár, D Elliott, MA Côté, G Chrupała, A Alishahi arXiv preprint arXiv:1809.07615, 2018 | 9 | 2018 |
Maxime DescoteauxProfessor of Computer Science, Université de Sherbrooke Verified email at usherbrooke.ca
