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Francis Dutil
Francis Dutil
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Cited by
Cited by
Year
ISLES 2015-A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI
O Maier, BH Menze, J von der Gablentz, L Häni, MP Heinrich, M Liebrand, ...
Medical image analysis 35, 250-269, 2017
4032017
Adversarial generation of natural language
S Rajeswar, S Subramanian, F Dutil, C Pal, A Courville
arXiv preprint arXiv:1705.10929, 2017
1372017
A convolutional neural network approach to brain tumor segmentation
M Havaei, F Dutil, C Pal, H Larochelle, PM Jodoin
BrainLes 2015, 195-208, 2015
1042015
Adversarial generation of natural language
S Subramanian, S Rajeswar, F Dutil, C Pal, A Courville
Proceedings of the 2nd Workshop on Representation Learning for NLP, 241-251, 2017
662017
Infomask: Masked variational latent representation to localize chest disease
SA Taghanaki, M Havaei, T Berthier, F Dutil, LD Jorio, G Hamarneh, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
382019
Dual adversarial inference for text-to-image synthesis
Q Lao, M Havaei, A Pesaranghader, F Dutil, LD Jorio, T Fevens
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
332019
Towards gene expression convolutions using gene interaction graphs
F Dutil, JP Cohen, M Weiss, G Derevyanko, Y Bengio
arXiv preprint arXiv:1806.06975, 2018
302018
Saliency is a possible red herring when diagnosing poor generalization
JD Viviano, B Simpson, F Dutil, Y Bengio, JP Cohen
arXiv preprint arXiv:1910.00199, 2019
272019
Plan, attend, generate: Planning for sequence-to-sequence models
C Gulcehre, F Dutil, A Trischler, Y Bengio
Advances in Neural Information Processing Systems 30, 2017
202017
Gradmask: Reduce overfitting by regularizing saliency
B Simpson, F Dutil, Y Bengio, JP Cohen
arXiv preprint arXiv:1904.07478, 2019
162019
A convolutional neural network approach to brain lesion segmentation
F Dutil, M Havaei, C Pal, H Larochelle, P Jodoin
Ischemic Stroke Lesion Segment 9556, 51-6, 2015
132015
Plan, Attend, Generate: Character-level Neural Machine Translation with Planning in the Decoder
C Gulcehre, F Dutil, A Trischler, Y Bengio
arXiv preprint arXiv:1706.05087, 2017
8*2017
Underwhelming generalization improvements from controlling feature attribution
JD Viviano, B Simpson, F Dutil, Y Bengio, JP Cohen
62019
Cross-modal information maximization for medical imaging: Cmim
T Sylvain, F Dutil, T Berthier, L Di Jorio, M Luck, D Hjelm, Y Bengio
arXiv preprint arXiv:2010.10593, 2020
52020
FoCL: Feature-oriented continual learning for generative models
Q Lao, M Mortazavi, M Tahaei, F Dutil, T Fevens, M Havaei
Pattern Recognition 120, 108127, 2021
42021
The tcga meta-dataset clinical benchmark
M Samiei, T Würfl, T Deleu, M Weiss, F Dutil, T Fevens, G Boucher, ...
arXiv preprint arXiv:1910.08636, 2019
42019
CMIM: Cross-Modal Information Maximization For Medical Imaging
T Sylvain, F Dutil, T Berthier, L Di Jorio, M Luck, D Hjelm, Y Bengio
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
32021
Towards the latent transcriptome
A Trofimov, F Dutil, C Perreault, S Lemieux, Y Bengio, JP Cohen
arXiv preprint arXiv:1810.03442, 2018
12018
Application of Homomorphic Encryption in Medical Imaging
F Dutil, A See, L Di Jorio, F Chandelier
arXiv preprint arXiv:2110.07768, 2021
2021
Prédiction et génération de données structurées à l'aide de réseaux de neurones et de décisions discrètes
F Dutil
2019
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