Grigis, Antoine

3 publications

ICLR 2024 Separating Common from Salient Patterns with Contrastive Representation Learning Robin Louiset, Edouard Duchesnay, Antoine Grigis, 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

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