Jérôme Rony
Jérôme Rony
Verified email at ens.etsmtl.ca
Cited by
Cited by
Decoupling direction and norm for efficient gradient-based L2 adversarial attacks and defenses
J Rony, LG Hafemann, LS Oliveira, I Ben Ayed, R Sabourin, E Granger
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks
J Dolz, X Xu, J Rony, J Yuan, Y Liu, E Granger, C Desrosiers, X Zhang, ...
Medical Physics, 2018
Universal Adversarial Audio Perturbations
S Abdoli, LG Hafemann, J Rony, IB Ayed, P Cardinal, AL Koerich
arXiv preprint arXiv:1908.03173, 2019
A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses
M Boudiaf, J Rony, IM Ziko, E Granger, M Pedersoli, P Piantanida, ...
European Conference on Computer Vision (ECCV), 2020
Transductive Information Maximization for Few-Shot Learning
M Boudiaf, I Ziko, J Rony, J Dolz, P Piantanida, I Ben Ayed
Advances in Neural Information Processing Systems 33, 2020
Adversarial vision challenge
W Brendel, J Rauber, A Kurakin, N Papernot, B Veliqi, SP Mohanty, ...
The NeurIPS'18 Competition, 129-153, 2020
Deep weakly-supervised learning methods for classification and localization in histology images: a survey
J Rony, S Belharbi, J Dolz, IB Ayed, L McCaffrey, E Granger
arXiv preprint arXiv:1909.03354, 2019
Min-max entropy for weakly supervised pointwise localization
S Belharbi, J Rony, J Dolz, IB Ayed, L McCaffrey, E Granger
CoRR, abs/1907.12934 5, 2019
Augmented Lagrangian Adversarial Attacks
J Rony, E Granger, M Pedersoli, IB Ayed
arXiv preprint arXiv:2011.11857, 2020
Deep interpretable classification and weakly-supervised segmentation of histology images via max-min uncertainty
S Belharbi, J Rony, J Dolz, IB Ayed, L McCaffrey, E Granger
arXiv preprint arXiv:2011.07221, 2020
Mutual-Information Based Few-Shot Classification
M Boudiaf, ZI Masud, J Rony, J Dolz, IB Ayed, P Piantanida
arXiv preprint arXiv:2106.12252, 2021
Adversarial Library
J Rony, I Ben Ayed
https://github.com/jeromerony/adversarial-library, 2020
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