Alert button
Picture for Jérôme Rony

Jérôme Rony

Alert button

AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples

Add code
Bookmark button
Alert button
Apr 30, 2024
Antonio Emanuele Cinà, Jérôme Rony, Maura Pintor, Luca Demetrio, Ambra Demontis, Battista Biggio, Ismail Ben Ayed, Fabio Roli

Viaarxiv icon

Class Adaptive Network Calibration

Add code
Bookmark button
Alert button
Nov 28, 2022
Bingyuan Liu, Jérôme Rony, Adrian Galdran, Jose Dolz, Ismail Ben Ayed

Figure 1 for Class Adaptive Network Calibration
Figure 2 for Class Adaptive Network Calibration
Figure 3 for Class Adaptive Network Calibration
Figure 4 for Class Adaptive Network Calibration
Viaarxiv icon

Proximal Splitting Adversarial Attacks for Semantic Segmentation

Add code
Bookmark button
Alert button
Jun 14, 2022
Jérôme Rony, Jean-Christophe Pesquet, Ismail Ben Ayed

Figure 1 for Proximal Splitting Adversarial Attacks for Semantic Segmentation
Figure 2 for Proximal Splitting Adversarial Attacks for Semantic Segmentation
Figure 3 for Proximal Splitting Adversarial Attacks for Semantic Segmentation
Figure 4 for Proximal Splitting Adversarial Attacks for Semantic Segmentation
Viaarxiv icon

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

Add code
Bookmark button
Alert button
May 12, 2022
Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

Figure 1 for Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images
Figure 2 for Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images
Figure 3 for Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images
Figure 4 for Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images
Viaarxiv icon

Mutual-Information Based Few-Shot Classification

Add code
Bookmark button
Alert button
Jun 23, 2021
Malik Boudiaf, Ziko Imtiaz Masud, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Pablo Piantanida

Figure 1 for Mutual-Information Based Few-Shot Classification
Figure 2 for Mutual-Information Based Few-Shot Classification
Figure 3 for Mutual-Information Based Few-Shot Classification
Figure 4 for Mutual-Information Based Few-Shot Classification
Viaarxiv icon

Augmented Lagrangian Adversarial Attacks

Add code
Bookmark button
Alert button
Nov 24, 2020
Jérôme Rony, Eric Granger, Marco Pedersoli, Ismail Ben Ayed

Figure 1 for Augmented Lagrangian Adversarial Attacks
Figure 2 for Augmented Lagrangian Adversarial Attacks
Figure 3 for Augmented Lagrangian Adversarial Attacks
Figure 4 for Augmented Lagrangian Adversarial Attacks
Viaarxiv icon

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

Add code
Bookmark button
Alert button
Nov 14, 2020
Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

Figure 1 for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty
Figure 2 for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty
Figure 3 for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty
Figure 4 for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty
Viaarxiv icon

Transductive Information Maximization For Few-Shot Learning

Add code
Bookmark button
Alert button
Oct 05, 2020
Malik Boudiaf, Ziko Imtiaz Masud, Jérôme Rony, José Dolz, Pablo Piantanida, Ismail Ben Ayed

Figure 1 for Transductive Information Maximization For Few-Shot Learning
Figure 2 for Transductive Information Maximization For Few-Shot Learning
Figure 3 for Transductive Information Maximization For Few-Shot Learning
Figure 4 for Transductive Information Maximization For Few-Shot Learning
Viaarxiv icon

Metric learning: cross-entropy vs. pairwise losses

Add code
Bookmark button
Alert button
Mar 19, 2020
Malik Boudiaf, Jérôme Rony, Imtiaz Masud Ziko, Eric Granger, Marco Pedersoli, Pablo Piantanida, Ismail Ben Ayed

Figure 1 for Metric learning: cross-entropy vs. pairwise losses
Figure 2 for Metric learning: cross-entropy vs. pairwise losses
Figure 3 for Metric learning: cross-entropy vs. pairwise losses
Figure 4 for Metric learning: cross-entropy vs. pairwise losses
Viaarxiv icon

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

Add code
Bookmark button
Alert button
Sep 26, 2019
Jérôme Rony, Soufiane Belharbi, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

Figure 1 for Deep weakly-supervised learning methods for classification and localization in histology images: a survey
Figure 2 for Deep weakly-supervised learning methods for classification and localization in histology images: a survey
Figure 3 for Deep weakly-supervised learning methods for classification and localization in histology images: a survey
Figure 4 for Deep weakly-supervised learning methods for classification and localization in histology images: a survey
Viaarxiv icon