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)