Asymptotic Cross-Entropy Weighting and Guided-Loss in Supervised Hierarchical Setting using Deep Attention Network. - Charles A. Kantor; Brice Rauby; Léonard Boussioux; Emmanuel Jehanno; André-Philippe Drapeau Picard; Maxim Larrivée; Hugues Talbot (AI4SG@AAAI Fall Symposium, 2020)

Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction. - Charles A. Kantor; Léonard Boussioux; Brice Rauby; Hugues Talbot (AAAI, 2021)

Gradient-Based Localization and Spatial Attention for Confidence Measure in Fine-Grained Recognition using Deep Neural Networks. - Charles A. Kantor; Léonard Boussioux; Brice Rauby; Hugues Talbot (AAAI, 2021)

Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data Classification. - Charles A. Kantor; Marta Skreta; Brice Rauby; Léonard Boussioux; Emmanuel Jehanno; Alexandra Luccioni; David Rolnick; Hugues Talbot (CoRR, 2021)

Phase Aberration Correction for In Vivo Ultrasound Localization Microscopy Using a Spatiotemporal Complex-Valued Neural Network. - Paul Xing; Jonathan Porée; Brice Rauby; Antoine Malescot; Eric Martineau; Vincent Perrot; Ravi L. Rungta; Jean Provost (IEEE Trans. Medical Imaging, 2024)

Pruning Sparse Tensor Neural Networks Enables Deep Learning for 3D Ultrasound Localization Microscopy. - Brice Rauby; Paul Xing; Jonathan Porée; Maxime Gasse; Jean Provost (IEEE Trans. Image Process., 2025)

A Tracking Prior to Localization Workflow for Ultrasound Localization Microscopy. - Alexis Leconte; Jonathan Porée; Brice Rauby; Alice Wu; Nin Ghigo; Paul Xing; Stephen A. Lee; Chloé Bourquin; Gerardo Ramos-Palacios; Abbas F. Sadikot; Jean Provost (IEEE Trans. Medical Imaging, 2025)

GitChameleon 2.0: Evaluating AI Code Generation Against Python Library Version Incompatibilities. - Diganta Misra; Nizar Islah; Victor May; Brice Rauby; Zihan Wang; Justine Gehring; Antonio Orvieto; Muawiz Chaudhary; Eilif B. Muller; Irina Rish; Samira Ebrahimi Kahou; Massimo Caccia (CoRR, 2025)