Marc-Alexandre Côté
Marc-Alexandre Côté
Microsoft Research
Verified email at usherbrooke.ca - Homepage
TitleCited byYear
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
2402017
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
1332013
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
1102016
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
852016
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
572017
An infinite restricted Boltzmann machine
MA Côté, H Larochelle
Neural computation 28 (7), 1265-1288, 2016
442016
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
392018
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
382016
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
242017
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
222016
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
222012
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
182016
TextWorld: A Learning Environment for Text-based Games
MA Côté, Á Kádár, X Yuan, B Kybartas, T Barnes, E Fine, J Moore, ...
arXiv preprint arXiv:1806.11532, 2018
172018
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
152017
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
152015
Fiber tractography using machine learning
PF Neher, MA Cote, JC Houde, M Descoteaux, KH Maier-Hein
Neuroimage 158, 417-429, 2017
142017
nibabel: 2.1. 0
M Brett, M Hanke, B Cipollini, MA Côté, C Markiewicz, S Gerhard, ...
Zenodo, 2016
132016
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
92018
Tract-profiling and bundle statistics: a test-retest validation study
M Cousineau, E Garyfallidis, MA Côté, PM Jodoin, M Descoteaux
Proceedings of: International Society of Magnetic Resonance in Medicine …, 2016
82016
Lessons learned in multilingual grounded language learning
Á Kádár, D Elliott, MA Côté, G Chrupała, A Alishahi
arXiv preprint arXiv:1809.07615, 2018
52018
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