Francis Dutil

According to our database, Francis Dutil authored at least 18 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

FoCL: Feature-oriented continual learning for generative models.

Qicheng Lao, Mehrzad Mortazavi, Marzieh Tahaei, Francis Dutil, Thomas Fevens, Mohammad Havaei

Pattern Recognit., 2021

Application of Homomorphic Encryption in Medical Imaging.

Francis Dutil, Alexandre See, Lisa Di-Jorio, Florent Chandelier

CoRR, 2021

Saliency is a Possible Red Herring When Diagnosing Poor Generalization.

Joseph D. Viviano, Becks Simpson, Francis Dutil, Yoshua Bengio, Joseph Paul Cohen

Proceedings of the 9th International Conference on Learning Representations, 2021

CMIM: Cross-Modal Information Maximization For Medical Imaging.

Tristan Sylvain, Francis Dutil, Tess Berthier, Lisa Di-Jorio, Margaux Luck, R. Devon Hjelm, Yoshua Bengio

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Cross-Modal Information Maximization for Medical Imaging: CMIM.

Tristan Sylvain, Francis Dutil, Tess Berthier, Lisa Di-Jorio, Margaux Luck, R. Devon Hjelm, Yoshua Bengio

CoRR, 2020

2019

The TCGA Meta-Dataset Clinical Benchmark.

Mandana Samiei, Tobias Würfl, Tristan Deleu, Martin Weiss, Francis Dutil, Thomas Fevens, Geneviève Boucher, Sébastien Lemieux, Joseph Paul Cohen

CoRR, 2019

Underwhelming Generalization Improvements From Controlling Feature Attribution.

Joseph D. Viviano, Becks Simpson, Francis Dutil, Yoshua Bengio, Joseph Paul Cohen

CoRR, 2019

GradMask: Reduce Overfitting by Regularizing Saliency.

Becks Simpson, Francis Dutil, Yoshua Bengio, Joseph Paul Cohen

CoRR, 2019

InfoMask: Masked Variational Latent Representation to Localize Chest Disease.

Saeid Asgari Taghanaki, Mohammad Havaei, Tess Berthier, Francis Dutil, Lisa Di-Jorio, Ghassan Hamarneh, Yoshua Bengio

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Dual Adversarial Inference for Text-to-Image Synthesis.

Qicheng Lao, Mohammad Havaei, Ahmad Pesaranghader, Francis Dutil, Lisa Di-Jorio, Thomas Fevens

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Towards the Latent Transcriptome.

Assya Trofimov, Francis Dutil, Claude Perreault, Sébastien Lemieux, Yoshua Bengio, Joseph Paul Cohen

CoRR, 2018

Towards Gene Expression Convolutions using Gene Interaction Graphs.

Francis Dutil, Joseph Paul Cohen, Martin Weiss, Georgy Derevyanko, Yoshua Bengio

CoRR, 2018

2017

ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI.

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.

Medical Image Anal., 2017

Plan, Attend, Generate: Character-level Neural Machine Translation with Planning in the Decoder.

Çaglar Gülçehre, Francis Dutil, Adam Trischler, Yoshua Bengio

CoRR, 2017

Adversarial Generation of Natural Language.

Sandeep Subramanian, Sai Rajeswar, Francis Dutil, Chris Pal, Aaron C. Courville

Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning.

Çaglar Gülçehre, Francis Dutil, Adam Trischler, Yoshua Bengio

Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

Plan, Attend, Generate: Planning for Sequence-to-Sequence Models.

Çaglar Gülçehre, Francis Dutil, Adam Trischler, Yoshua Bengio

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2015

A Convolutional Neural Network Approach to Brain Tumor Segmentation.

Mohammad Havaei, Francis Dutil, Chris Pal, Hugo Larochelle, Pierre-Marc Jodoin

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015