Hugo Thimonier

13 papers A* 2A 2B 1Journal 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition.
CoRR
Hugo Thimonier, Antony Perzo, Renaud Séguier
2025 A* conf
T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data.
ICLR
Hugo Thimonier, José Lucas De Melo Costa, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan
2024 — —
Advancing Anomaly Detection in Tabular Data: A Case-Study on Credit Card Fraud Identification. (Faire Progresser la Détection d'Anomalies sur les Données Tabulaires: Étude de cas sur l'Identification des Fraudes au Paiement par Carte Bancaire).
Hugo Thimonier
2024 A* conf
Beyond Individual Input for Deep Anomaly Detection on Tabular Data.
ICML
Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan
2024 J jnl
Making Parametric Anomaly Detection on Tabular Data Non-Parametric Again.
CoRR
Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan
2024 A conf
Retrieval Augmented Deep Anomaly Detection for Tabular Data.
CIKM
Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan
2024 J jnl
T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data.
CoRR
Hugo Thimonier, José Lucas De Melo Costa, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan
2023 J jnl
Beyond Individual Input for Deep Anomaly Detection on Tabular Data.
CoRR
Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan
2023 J jnl
Comparative Evaluation of Anomaly Detection Methods for Fraud Detection in Online Credit Card Payments.
CoRR
Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan, Fabrice Daniel
2022 B conf
TracInAD: Measuring Influence for Anomaly Detection.
IJCNN
Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan, Fabrice Daniel
2022 J jnl
TracInAD: Measuring Influence for Anomaly Detection.
CoRR
Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan, Fabrice Daniel
2021 A conf
Learning Long Term Style Preserving Blind Video Temporal Consistency.
ICME
Hugo Thimonier, Julien Despois, Robin Kips, Matthieu Perrot
2021 J jnl
Learning Long-Term Style-Preserving Blind Video Temporal Consistency.
CoRR
Hugo Thimonier, Julien Despois, Robin Kips, Matthieu Perrot