Francis Dutil

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 22

Top Topics

Convolutional Neural Network

Medical Imaging

Machine Translation

Lesion Segmentation

Top Venues

Brainles@MICCAI

Pattern Recognit.

Publications

Joseph D. Viviano, Becks Simpson, Francis Dutil, Yoshua Bengio, Joseph Paul Cohen
Saliency is a Possible Red Herring When Diagnosing Poor Generalization. ICLR (2021)
Francis Dutil, Alexandre See, Lisa Di-Jorio, Florent Chandelier
Application of Homomorphic Encryption in Medical Imaging. CoRR (2021)
Qicheng Lao, Mehrzad Mortazavi, Marzieh Tahaei, Francis Dutil, Thomas Fevens, Mohammad Havaei
FoCL: Feature-oriented continual learning for generative models. Pattern Recognit. 120 (2021)
Tristan Sylvain, Francis Dutil, Tess Berthier, Lisa Di-Jorio, Margaux Luck, R. Devon Hjelm, Yoshua Bengio
CMIM: Cross-Modal Information Maximization For Medical Imaging. ICASSP (2021)
Tristan Sylvain, Francis Dutil, Tess Berthier, Lisa Di-Jorio, Margaux Luck, R. Devon Hjelm, Yoshua Bengio
Cross-Modal Information Maximization for Medical Imaging: CMIM. CoRR (2020)
Qicheng Lao, Mehrzad Mortazavi, Marzieh Tahaei, Francis Dutil, Thomas Fevens, Mohammad Havaei
FoCL: Feature-Oriented Continual Learning for Generative Models. CoRR (2020)
Qicheng Lao, Mohammad Havaei, Ahmad Pesaranghader, Francis Dutil, Lisa Di-Jorio, Thomas Fevens
Dual Adversarial Inference for Text-to-Image Synthesis. CoRR (2019)
Becks Simpson, Francis Dutil, Yoshua Bengio, Joseph Paul Cohen
GradMask: Reduce Overfitting by Regularizing Saliency. CoRR (2019)
Mandana Samiei, Tobias Würfl, Tristan Deleu, Martin Weiss, Francis Dutil, Thomas Fevens, Geneviève Boucher, Sébastien Lemieux, Joseph Paul Cohen
The TCGA Meta-Dataset Clinical Benchmark. CoRR (2019)
Qicheng Lao, Mohammad Havaei, Ahmad Pesaranghader, Francis Dutil, Lisa Di-Jorio, Thomas Fevens
Dual Adversarial Inference for Text-to-Image Synthesis. ICCV (2019)
Saeid Asgari Taghanaki, Mohammad Havaei, Tess Berthier, Francis Dutil, Lisa Di-Jorio, Ghassan Hamarneh, Yoshua Bengio
InfoMask: Masked Variational Latent Representation to Localize Chest Disease. MICCAI (6) (2019)
Saeid Asgari Taghanaki, Mohammad Havaei, Tess Berthier, Francis Dutil, Lisa Di-Jorio, Ghassan Hamarneh, Yoshua Bengio
InfoMask: Masked Variational Latent Representation to Localize Chest Disease. CoRR (2019)
Joseph D. Viviano, Becks Simpson, Francis Dutil, Yoshua Bengio, Joseph Paul Cohen
Underwhelming Generalization Improvements From Controlling Feature Attribution. CoRR (2019)
Assya Trofimov, Francis Dutil, Claude Perreault, Sébastien Lemieux, Yoshua Bengio, Joseph Paul Cohen
Towards the Latent Transcriptome. CoRR (2018)
Francis Dutil, Joseph Paul Cohen, Martin Weiss, Georgy Derevyanko, Yoshua Bengio
Towards Gene Expression Convolutions using Gene Interaction Graphs. CoRR (2018)
Sandeep Subramanian, Sai Rajeswar, Francis Dutil, Chris Pal, Aaron C. Courville
Adversarial Generation of Natural Language. Rep4NLP@ACL (2017)
Çaglar Gülçehre, Francis Dutil, Adam Trischler, Yoshua Bengio
Plan, Attend, Generate: Character-level Neural Machine Translation with Planning in the Decoder. CoRR (2017)
Çaglar Gülçehre, Francis Dutil, Adam Trischler, Yoshua Bengio
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models. NIPS (2017)
Sai Rajeswar, Sandeep Subramanian, Francis Dutil, Christopher Joseph Pal, Aaron C. Courville
Adversarial Generation of Natural Language. CoRR (2017)
Francis Dutil, Çaglar Gülçehre, Adam Trischler, Yoshua Bengio
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models. CoRR (2017)
Oskar Maier, Bjoern H. Menze, Janina von der Gablentz, Levin Häni, Mattias P. Heinrich, Matthias Liebrand, Stefan Winzeck, Abdul Basit, Paul Bentley, Liang Chen, Daan Christiaens, Francis Dutil, Karl Egger, Chaolu Feng, Ben Glocker, Michael Götz, Tom Haeck, Hanna-Leena Halme, Mohammad Havaei, Khan M. Iftekharuddin, Pierre-Marc Jodoin, et al.
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI. Medical Image Anal. 35 (2017)
Çaglar Gülçehre, Francis Dutil, Adam Trischler, Yoshua Bengio
Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning. Rep4NLP@ACL (2017)
Mohammad Havaei, Francis Dutil, Chris Pal, Hugo Larochelle, Pierre-Marc Jodoin
A Convolutional Neural Network Approach to Brain Tumor Segmentation. Brainles@MICCAI (2015)