A Convolutional Neural Network Approach to Brain Tumor Segmentation. - Mohammad Havaei; Francis Dutil; Chris Pal; Hugo Larochelle; Pierre-Marc Jodoin (Brainles@MICCAI, 2015)

Plan, Attend, Generate: Planning for Sequence-to-Sequence Models. - Çaglar Gülçehre; Francis Dutil; Adam Trischler; Yoshua Bengio (NIPS, 2017)

Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning. - Çaglar Gülçehre; Francis Dutil; Adam Trischler; Yoshua Bengio (Rep4NLP@ACL, 2017)

Adversarial Generation of Natural Language. - Sandeep Subramanian; Sai Rajeswar; Francis Dutil; Chris Pal; Aaron C. Courville (Rep4NLP@ACL, 2017)

Plan, Attend, Generate: Character-level Neural Machine Translation with Planning in the Decoder. - Çaglar Gülçehre; Francis Dutil; Adam Trischler; Yoshua Bengio (CoRR, 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 007; Paul Bentley; Liang Chen 018; Daan Christiaens; Francis Dutil; et al. (Medical Image Anal., 2017)

Towards Gene Expression Convolutions using Gene Interaction Graphs. - Francis Dutil; Joseph Paul Cohen; Martin Weiss; Georgy Derevyanko; Yoshua Bengio (CoRR, 2018)

Towards the Latent Transcriptome. - Assya Trofimov; Francis Dutil; Claude Perreault; Sébastien Lemieux; Yoshua Bengio; Joseph Paul Cohen (CoRR, 2018)

Dual Adversarial Inference for Text-to-Image Synthesis. - Qicheng Lao; Mohammad Havaei; Ahmad Pesaranghader; Francis Dutil; Lisa Di-Jorio; Thomas Fevens (ICCV, 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 (MICCAI (6), 2019)

GradMask: Reduce Overfitting by Regularizing Saliency. - Becks Simpson; Francis Dutil; Yoshua Bengio; 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)

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)

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)

CMIM: Cross-Modal Information Maximization For Medical Imaging. - Tristan Sylvain; Francis Dutil; Tess Berthier; Lisa Di-Jorio; Margaux Luck; R. Devon Hjelm; Yoshua Bengio (ICASSP, 2021)

Saliency is a Possible Red Herring When Diagnosing Poor Generalization. - Joseph D. Viviano; Becks Simpson; Francis Dutil; Yoshua Bengio; Joseph Paul Cohen (ICLR, 2021)

Application of Homomorphic Encryption in Medical Imaging. - Francis Dutil; Alexandre See; Lisa Di-Jorio; Florent Chandelier (CoRR, 2021)

FoCL: Feature-oriented continual learning for generative models. - Qicheng Lao; Mehrzad Mortazavi; Marzieh Tahaei; Francis Dutil; Thomas Fevens; Mohammad Havaei (Pattern Recognit., 2021)