| 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 | 535 | 2017 |
| Adversarial generation of natural language S Rajeswar, S Subramanian, F Dutil, C Pal, A Courville arXiv preprint arXiv:1705.10929, 2017 | 173 | 2017 |
| A convolutional neural network approach to brain tumor segmentation M Havaei, F Dutil, C Pal, H Larochelle, PM Jodoin Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2016 | 132 | 2016 |
| 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 | 78 | 2017 |
| Infomask: Masked variational latent representation to localize chest disease SA Taghanaki, M Havaei, T Berthier, F Dutil, L Di Jorio, G Hamarneh, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 49 | 2019 |
| 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 | 48 | 2019 |
| 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 | 42 | 2019 |
| Towards gene expression convolutions using gene interaction graphs F Dutil, JP Cohen, M Weiss, G Derevyanko, Y Bengio arXiv preprint arXiv:1806.06975, 2018 | 35 | 2018 |
| Gradmask: Reduce overfitting by regularizing saliency B Simpson, F Dutil, Y Bengio, JP Cohen arXiv preprint arXiv:1904.07478, 2019 | 31 | 2019 |
| 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 | 21 | 2017 |
| 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 | 15 | 2021 |
| 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 | 13 | 2015 |
| 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 | 10* | 2017 |
| 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 | 8 | 2020 |
| Generalization optimizing machine learning to improve CT scan radiomics and assess immune checkpoint inhibitors’ response in non-small cell lung cancer: a multicenter cohort study M Tonneau, K Phan, VSK Manem, C Low-Kam, F Dutil, S Kazandjian, ... Frontiers in Oncology 13, 1196414, 2023 | 7 | 2023 |
| 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 | 7 | 2019 |
| Underwhelming generalization improvements from controlling feature attribution JD Viviano, B Simpson, F Dutil, Y Bengio, JP Cohen | 6 | 2019 |
| 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 | 5 | 2021 |
| Application of homomorphic encryption in medical imaging F Dutil, A See, L Di Jorio, F Chandelier arXiv preprint arXiv:2110.07768, 2021 | 2 | 2021 |
| Towards the latent transcriptome A Trofimov, F Dutil, C Perreault, S Lemieux, Y Bengio, JP Cohen arXiv preprint arXiv:1810.03442, 2018 | 1 | 2018 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
