Jérôme Rony

1. A unifying mutual information view of metric learning: cross-entropy vs.\n pairwise losses
   2020/03/19 by Malik Boudiaf, Jérôme Rony, Boudiaf, Malik +11 · 5 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Video Surveillance and Tracking Methods
2. Proximal Splitting Adversarial Attacks for Semantic Segmentation
   2022/06/14 by Jérôme Rony, Jean‐Christophe Pesquet, Rony, Jérôme +3 · 5 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
3. Class Adaptive Network Calibration
   2022/11/28 by Bingyuan Liu, Jérôme Rony, Liu, Bingyuan +7 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning and Data Classification
4. Transductive Information Maximization For Few-Shot Learning
   2020/08/25 by Mohamed Amine Boudiaf, Boudiaf, Malik, Masud, Ziko Imtiaz +8 · 2 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
5. Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty
   2020/11/14 by Soufiane Belharbi, Belharbi, Soufiane, Jérôme Rony +9 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Digital Imaging for Blood Diseases