Benoit Dufumier

5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (15) ❓ The Questioner (2)

Conferences

ICLR (2) ICML (1) MICCAI (1) MIDL (1)

Top co-authors

Pietro Gori (3) Edouard Duchesnay (3) Carlo Alberto Barbano (2) Robin Louiset (2) Javiera Castillo Navarro (1) Raphaël Vock (1) Marco Grangetto (1) Enzo Tartaglione (1) Antoine Grigis (1) Grigis Antoine (1)

Keywords

representation learning (1) contrastive learning (1) data augmentation (1) prior knowledge (1) conditional mean embedding (1) kernel methods (1)

Papers

What to align in multimodal contrastive learning? ICLR 2025

Does Connectome Harmonic Analysis pass the Spin Test? MICCAI 2025

SepVAE: a contrastive VAE to separate pathological patterns from healthy ones MIDL 2024

Unbiased Supervised Contrastive Learning ICLR 2023

Integrating Prior Knowledge in Contrastive Learning with Kernel ICML 2023