Edouard Duchesnay

5 papers · 2011–2025 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze ❓ The Questioner 📈 Trend Setter

Venues

ICLR (1) ICML (1) JMLR (1) MICCAI (1) MIDL (1)

Top co-authors

Robin Louiset (3) Pietro Gori (3) Benoit Dufumier (3) Antoine Grigis (2) Grigis Antoine (1) Jake VanderPlas (1) Fabian Pedregosa (1) Matthieu Brucher (1) Carlo Alberto Barbano (1) Matthieu Perrot (1)

Research topics

Machine Learning (3) Core Methods (2) Learning Types (2) Computer Science (1) Computer Vision (1) Deep Learning (1) Application Areas (1) Applications (1) Domain-Specific (1) Models (1) Optimization & Theory (1)

Keywords

representation learning (2) contrastive learning (2) prior knowledge (1) mutual information (1) variational autoencoder (1) latent space (1) conditional mean embedding (1) application programming interface (1) salient feature (1) kernel methods (1) common feature (1) pattern separation (1) classification term (1) contrastive vae (1) unsupervised learning (1) disentangling term (1) data augmentation (1)

Papers

Does Connectome Harmonic Analysis pass the Spin Test? MICCAI 2025 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 Scikit-learn: Machine Learning in Python JMLR 2011