Hugo Thimonier

According to our database, Hugo Thimonier authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition.

Hugo Thimonier, Antony Perzo, Renaud Séguier

CoRR, August, 2025

T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data.

Hugo Thimonier, José Lucas De Melo Costa, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

PhD thesis, 2024

Making Parametric Anomaly Detection on Tabular Data Non-Parametric Again.

Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan

CoRR, 2024

Beyond Individual Input for Deep Anomaly Detection on Tabular Data.

Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Retrieval Augmented Deep Anomaly Detection for Tabular Data.

Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

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

2022

TracInAD: Measuring Influence for Anomaly Detection.

Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan, Fabrice Daniel

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Learning Long Term Style Preserving Blind Video Temporal Consistency.

Hugo Thimonier, Julien Despois, Robin Kips, Matthieu Perrot

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021