Aurélien Gauffre

According to our database, Aurélien Gauffre authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

Stylized Meta-Album: Group-bias injection with style transfer to study robustness against distribution shifts.

Romain Mussard, Aurélien Gauffre, Ihsan Ullah, Thanh Gia Hieu Khuong, Massih-Reza Amini, Isabelle Guyon, Lisheng Sun-Hosoya

CoRR, December, 2025

2024

Contrastive techniques for enhanced Representation Learning. (Techniques contrastives pour l'amélioration de l'apprentissage de représentations).

Aurélien Gauffre

PhD thesis, 2024

Multi-Label Contrastive Learning : A Comprehensive Study.

Alexandre Audibert, Aurélien Gauffre, Massih-Reza Amini

CoRR, 2024

A Unified Contrastive Loss for Self-training.

Aurélien Gauffre, Julien Horvat, Massih-Reza Amini

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

Exploring Contrastive Learning for Long-Tailed Multi-label Text Classification.

Alexandre Audibert, Aurélien Gauffre, Massih-Reza Amini

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024