Francis Dutil
Francis Dutil
Imagia
確認したメール アドレス: imagia.com - ホームページ
タイトル
引用先
引用先
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
2932017
Adversarial generation of natural language
S Rajeswar, S Subramanian, F Dutil, C Pal, A Courville
arXiv preprint arXiv:1705.10929, 2017
1032017
A convolutional neural network approach to brain tumor segmentation
M Havaei, F Dutil, C Pal, H Larochelle, PM Jodoin
BrainLes 2015, 195-208, 2015
802015
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
492017
Towards gene expression convolutions using gene interaction graphs
F Dutil, JP Cohen, M Weiss, G Derevyanko, Y Bengio
arXiv preprint arXiv:1806.06975, 2018
202018
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
20*2017
InfoMask: Masked variational latent representation to localize chest disease
SA Taghanaki, M Havaei, T Berthier, F Dutil, L Di Jorio, G Hamarneh, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
182019
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
132019
Plan, attend, generate: Planning for sequence-to-sequence models
F Dutil, C Gulcehre, A Trischler, Y Bengio
arXiv preprint arXiv:1711.10462, 2017
122017
A convolutional neural network approach to brain lesion segmentation
F Dutil, M Havaei, C Pal, H Larochelle, PM Jodoin
Ischemic Stroke Lesion Segment, 51-6, 2015
112015
GradMask: Reduce overfitting by regularizing saliency
B Simpson, F Dutil, Y Bengio, JP Cohen
arXiv preprint arXiv:1904.07478, 2019
92019
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
62019
Underwhelming generalization improvements from controlling feature attribution
JD Viviano, B Simpson, F Dutil, Y Bengio, JP Cohen
52019
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
22019
Towards the latent transcriptome
A Trofimov, F Dutil, C Perreault, S Lemieux, Y Bengio, JP Cohen
arXiv preprint arXiv:1810.03442, 2018
12018
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
2021
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
2020
FoCL: Feature-Oriented Continual Learning for Generative Models
Q Lao, M Mortazavi, M Tahaei, F Dutil, T Fevens, M Havaei
arXiv preprint arXiv:2003.03877, 2020
2020
Prédiction et génération de données structurées à l'aide de réseaux de neurones et de décisions discrètes
F Dutil
2019
InfoMask: Masked Variational Latent Representation to Localize Chest Disease
S Asgari Taghanaki, M Havaei, T Berthier, F Dutil, L Di Jorio, G Hamarneh, ...
arXiv e-prints, arXiv: 1903.11741, 2019
2019
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