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Marc-Alexandre Côté
Marc-Alexandre Côté
Microsoft Research
Adresse e-mail validée de usherbrooke.ca - Page d'accueil
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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
8072017
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
2582016
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
2092013
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
2052016
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
1622017
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
1492018
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
1472019
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
1102018
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
872017
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
672016
An infinite restricted Boltzmann machine
MA Côté, H Larochelle
Neural computation 28 (7), 1265-1288, 2016
642016
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
552020
nipy/nibabel: 3.0. 0
M Brett, CJ Markiewicz, M Hanke, MA Côté, B Cipollini, P McCarthy, ...
Zenodo: Geneve, Switzerland, 2019
542019
Layla El Asri, Mahmoud Adada, Wendy Tay, and Adam Trischler. 2018. Textworld: A learning environment for textbased games
MA Côté, A Kádár, X Yuan, B Kybartas, T Barnes, E Fine, J Moore, ...
Computer Games Workshop at ICML/IJCAI, 2018
532018
Fiber tractography using machine learning
PF Neher, MA Côté, JC Houde, M Descoteaux, KH Maier-Hein
Neuroimage 158, 417-429, 2017
432017
Learn to track: deep learning for tractography
P Poulin, MA Côté, JC Houde, L Petit, PF Neher, KH Maier-Hein, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
422017
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
412018
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
382020
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
302020
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
302012
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