Jérôme Rony

发表

Augmented Lagrangian Adversarial Attacks

Ismail Ben Ayed, M. Pedersoli, I. B. Ayed, 2020, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Deep weakly-supervised learning methods for classification and localization in histology images: a survey

Eric Granger, J. Dolz, I. B. Ayed, 2019, ArXiv.

Deep Weakly-Supervised Learning Methods for Classiﬁcation and Localization in Histology Images: A Comparative Study

Ismail Ben Ayed, J. Dolz, I. B. Ayed, 2022 .

Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty pdf

Jose Dolz, Ismail Ben Ayed, Eric Granger, 2020, IEEE Transactions on Medical Imaging.

Deep weakly-supervised learning methods for classification and localization in histology images: a survey pdf

Eric Granger, Ismail Ben Ayed, Soufiane Belharbi, 2019, ArXiv.

Proximal Splitting Adversarial Attacks for Semantic Segmentation

J. Pesquet, I. B. Ayed, Jérôme Rony, 2022, 2206.07179.

Information Maximization for Few-Shot Learning

Pablo Piantanida, Jose Dolz, Ismail Ben Ayed, 2020, NeurIPS.

Class Adaptive Network Calibration

J. Dolz, I. B. Ayed, Jérôme Rony, 2022, 2211.15088.

Proximal Splitting Adversarial Attacks for Semantic Segmentation

Ismail Ben Ayed, J. Pesquet, Jérôme Rony, 2022, ArXiv.

Deep weakly-supervised learning methods for classification and localization in histology images: a survey

Ismail Ben Ayed, Eric Granger, J. Dolz, 2019, Machine Learning for Biomedical Imaging.

Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty

Jose Dolz, Ismail Ben Ayed, Eric Granger, 2020, IEEE Transactions on Medical Imaging.

A Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses

Ismail Ben Ayed, Imtiaz Masud Ziko, M. Pedersoli, 2020, ECCV.

Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses

Luiz Eduardo Soares de Oliveira, Robert Sabourin, Eric Granger, 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Class Adaptive Network Calibration

Ismail Ben Ayed, J. Dolz, Jérôme Rony, 2022, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Universal Adversarial Audio Perturbations pdf

Patrick Cardinal, Alessandro Lameiras Koerich, Alessandro L. Koerich, 2019, ArXiv.

Transductive Information Maximization For Few-Shot Learning pdf

Pablo Piantanida, Ismail Ben Ayed, Imtiaz Masud Ziko, 2020, ArXiv.

Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images

Ismail Ben Ayed, J. Dolz, Jérôme Rony, 2022, ArXiv.

Multiregion segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks

Jing Yuan, Xi Zhang, Hongbing Lu, 2018, Medical physics.

Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses

Ismail Ben Ayed, Luiz G. Hafemann, R. Sabourin, 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Proximal Splitting Adversarial Attacks for Semantic Segmentation

Ismail Ben Ayed, J. Pesquet, Jérôme Rony, 2022, ArXiv.

Mutual-Information Based Few-Shot Classification pdf

Pablo Piantanida, Jose Dolz, Ismail Ben Ayed, 2021, ArXiv.

Min-max Entropy for Weakly Supervised Pointwise Localization

Jose Dolz, Ismail Ben Ayed, Eric Granger, 2019 .

Metric learning: cross-entropy vs. pairwise losses pdf

Pablo Piantanida, Ismail Ben Ayed, Marco Pedersoli, 2020, ArXiv.

Weakly Supervised Object Localization using Min-Max Entropy: an Interpretable Framework pdf

Eric Granger, Jose Dolz, Ismail Ben Ayed, 2019, ArXiv.

Weakly Supervised Localization using Min-Max Entropy: an Interpretable Framework

Ismail Ben Ayed, Eric Granger, J. Dolz, 2019, 1907.12934.