Articles with public access mandates - Pascal VincentLearn more
Available somewhere: 11
Emonets: Multimodal deep learning approaches for emotion recognition in video
SE Kahou, X Bouthillier, P Lamblin, C Gulcehre, V Michalski, K Konda, ...
Journal on Multimodal User Interfaces 10, 99-111, 2016
Mandates: Natural Sciences and Engineering Research Council of Canada
fastMRI: A publicly available raw k-space and DICOM dataset of knee images for accelerated MR image reconstruction using machine learning
F Knoll, J Zbontar, A Sriram, MJ Muckley, M Bruno, A Defazio, M Parente, ...
Radiology: Artificial Intelligence 2 (1), e190007, 2020
Mandates: US National Institutes of Health
Dropout as data augmentation
X Bouthillier, K Konda, P Vincent, R Memisevic
arXiv preprint arXiv:1506.08700, 2015
Mandates: Natural Sciences and Engineering Research Council of Canada
Recombinator networks: Learning coarse-to-fine feature aggregation
S Honari, J Yosinski, P Vincent, C Pal
Proceedings of the IEEE conference on computer vision and pattern …, 2016
Mandates: US National Aeronautics and Space Administration
RATM: recurrent attentive tracking model
SE Kahou, V Michalski, R Memisevic, C Pal, P Vincent
Computer Vision and Pattern Recognition Workshops (CVPRW), 2017 IEEE …, 2017
Mandates: Natural Sciences and Engineering Research Council of Canada, Federal …
GSNs: generative stochastic networks
G Alain, Y Bengio, L Yao, J Yosinski, E Thibodeau-Laufer, S Zhang, ...
Information and Inference: A Journal of the IMA 5 (2), 210-249, 2016
Mandates: US National Aeronautics and Space Administration, Natural Sciences and …
Auto-encoding dictionary definitions into consistent word embeddings
T Bosc, P Vincent
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Adversarial example games
J Bose, G Gidel, H Berard, A Cianflone, P Vincent, S Lacoste-Julien, ...
Advances in neural information processing systems 33, 8921-8934, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
Implicit regularization via neural feature alignment
A Baratin, T George, C Laurent, RD Hjelm, G Lajoie, P Vincent, ...
International Conference on Artificial Intelligence and Statistics, 2269-2277, 2021
Mandates: Natural Sciences and Engineering Research Council of Canada, Fonds de …
Stochastic hamiltonian gradient methods for smooth games
N Loizou, H Berard, A Jolicoeur-Martineau, P Vincent, S Lacoste-Julien, ...
International Conference on Machine Learning, 6370-6381, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada, Fonds de …
Parametric Adversarial Divergences are Good Task Losses for Generative Modeling
G Huang, H Berard, A Touati, G Gidel, P Vincent, S Lacoste-Julien
arXiv preprint arXiv:1708.02511, 2017
Mandates: Natural Sciences and Engineering Research Council of Canada
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