Learning Long Term Style Preserving Blind Video Temporal Consistency. - Hugo Thimonier; Julien Despois; Robin Kips; Matthieu Perrot (ICME, 2021)

TracInAD: Measuring Influence for Anomaly Detection. - Hugo Thimonier; Fabrice Popineau; Arpad Rimmel; Bich-Liên Doan; Fabrice Daniel (IJCNN, 2022)

Comparative Evaluation of Anomaly Detection Methods for Fraud Detection in Online Credit Card Payments. - Hugo Thimonier; Fabrice Popineau; Arpad Rimmel; Bich-Liên Doan; Fabrice Daniel (CoRR, 2023)

Retrieval Augmented Deep Anomaly Detection for Tabular Data. - Hugo Thimonier; Fabrice Popineau; Arpad Rimmel; Bich-Liên Doan (CIKM, 2024)

Beyond Individual Input for Deep Anomaly Detection on Tabular Data. - Hugo Thimonier; Fabrice Popineau; Arpad Rimmel; Bich-Liên Doan (ICML, 2024)

Making Parametric Anomaly Detection on Tabular Data Non-Parametric Again. - Hugo Thimonier; Fabrice Popineau; Arpad Rimmel; Bich-Liên Doan (CoRR, 2024)

T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data. - Hugo Thimonier; José Lucas De Melo Costa; Fabrice Popineau; Arpad Rimmel; Bich-Liên Doan (ICLR, 2025)