| 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 | 427 | 2019 |
| 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 | 265 | 2020 |
| 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 | 254 | 2020 |
| 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 | 115 | 2018 |
| Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Comparative Study J Rony, S Belharbi, J Dolz, IB Ayed, L McCaffrey, E Granger Medical Imaging with Deep Learning (MIDL), 2023 | 103* | 2023 |
| 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 | 78 | 2021 |
| Universal Adversarial Audio Perturbations S Abdoli, LG Hafemann, J Rony, IB Ayed, P Cardinal, AL Koerich arXiv preprint arXiv:1908.03173, 2019 | 70 | 2019 |
| Adversarial vision challenge W Brendel, J Rauber, A Kurakin, N Papernot, B Veliqi, SP Mohanty, ... The NeurIPS'18 Competition, 129-153, 2020 | 66 | 2020 |
| Augmented Lagrangian Adversarial Attacks J Rony, E Granger, M Pedersoli, I Ben Ayed Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 64 | 2021 |
| 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 | 37 | 2023 |
| 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 | 35 | 2023 |
| Attackbench: Evaluating gradient-based attacks for adversarial examples AE Cinà, J Rony, M Pintor, L Demetrio, A Demontis, B Biggio, IB Ayed, ... arXiv preprint arXiv:2404.19460, 2024 | 18 | 2024 |
| 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 | 13* | 2019 |
| Adversarial Library J Rony, I Ben Ayed https://github.com/jeromerony/adversarial-library, 2020 | 6* | 2020 |
| Training Graph Neural Networks Subject to a Tight Lipschitz Constraint S Juvina, A Neacșu, JC Pesquet, C Burileanu, J Rony, I Ben Ayed Transactions on Machine Learning Research, 2024 | 2 | 2024 |
| 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 | 1 | 2021 |
| DisTorch: A fast GPU implementation of 3D Hausdorff Distance J Rony, H Kervadec Medical Imaging with Deep Learning-Short Papers, 2025 | | 2025 |
Ismail Ben AyedProfessor, ETS MontrealVerified email at etsmtl.ca
