Dufumier, Benoit

6 publications

ICLR 2025 What to Align in Multimodal Contrastive Learning? Benoit Dufumier, Javiera Castillo Navarro, Devis Tuia, Jean-Philippe Thiran

MIDL 2024 SepVAE: A Contrastive VAE to Separate Pathological Patterns from Healthy Ones Robin Louiset, Edouard Duchesnay, Grigis Antoine, Benoit Dufumier, Pietro Gori

ICML 2023 Integrating Prior Knowledge in Contrastive Learning with Kernel Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori

ICMLW 2023 SepVAE: A Contrastive VAE to Separate Pathological Patterns from Healthy Ones. Robin Louiset, Edouard Duchesnay, Antoine Grigis, Benoit Dufumier, Pietro Gori

ICLR 2023 Unbiased Supervised Contrastive Learning Carlo Alberto Barbano, Benoit Dufumier, Enzo Tartaglione, Marco Grangetto, Pietro Gori

ECML-PKDD 2021 UCSL : A Machine Learning Expectation-Maximization Framework for Unsupervised Clustering Driven by Supervised Learning Robin Louiset, Pietro Gori, Benoit Dufumier, Josselin Houenou, Antoine Grigis, Edouard Duchesnay