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Jérôme Rony
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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
3152019
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
1552020
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
1502020
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
902018
Deep weakly-supervised learning methods for classification and localization in histology images: a survey
J Rony, S Belharbi, J Dolz, I Ben Ayed, L McCaffrey, E Granger
arXiv preprint arXiv:1909.03354, 2019
732019
Universal Adversarial Audio Perturbations
S Abdoli, LG Hafemann, J Rony, IB Ayed, P Cardinal, AL Koerich
arXiv preprint arXiv:1908.03173, 2019
532019
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
IEEE Transactions on Medical Imaging 41 (3), 702-714, 2021
382021
Augmented Lagrangian Adversarial Attacks
J Rony, E Granger, M Pedersoli, I Ben Ayed
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
342021
Adversarial vision challenge
W Brendel, J Rauber, A Kurakin, N Papernot, B Veliqi, SP Mohanty, ...
The NeurIPS'18 Competition, 129-153, 2020
242020
Proximal Splitting Adversarial Attacks for Semantic Segmentation
J Rony, JC Pesquet, I Ben Ayed
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2023
122023
Min-max entropy for weakly supervised pointwise localization
S Belharbi, J Rony, J Dolz, I Ben Ayed, L McCaffrey, E Granger
arXiv preprint arXiv:1907.12934, 2019
10*2019
Class Adaptive Network Calibration
B Liu*, J Rony*, A Galdran, J Dolz, I Ben Ayed
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2023
22023
Mutual-Information Based Few-Shot Classification
M Boudiaf, ZI Masud, J Rony, J Dolz, I Ben Ayed, P Piantanida
arXiv preprint arXiv:2106.12252, 2021
12021
Adversarial Library
J Rony, I Ben Ayed
https://github.com/jeromerony/adversarial-library, 2020
1*2020
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