Robin Louiset

4 papers · 2023–2024 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird

Conferences

AISTATS (1) ICLR (1) ICML (1) MIDL (1)

Top co-authors

Pietro Gori (4) Edouard Duchesnay (3) Benoit Dufumier (2) Florence Carton (1) Antoine Grigis (1) Carlo Alberto Barbano (1) Grigis Antoine (1)

Keywords

representation learning (1) contrastive learning (1) medical imaging (1) data augmentation (1) prior knowledge (1) mutual information (1) latent variable model (1) generative adversarial network (1) image quality (1) conditional mean embedding (1) contrastive analysis (1) kernel methods (1)

Papers

Double InfoGAN for Contrastive Analysis AISTATS 2024

Separating common from salient patterns with Contrastive Representation Learning ICLR 2024

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

Integrating Prior Knowledge in Contrastive Learning with Kernel ICML 2023