Contrastive self-supervised clustering of scRNA-seq data. - Madalina Ciortan; Matthieu Defrance (BMC Bioinform., 2021)

A Framework Using Contrastive Learning for Classification with Noisy Labels. - Madalina Ciortan; Romain Dupuis; Thomas Peel (Data, 2021)

GNN-based embedding for clustering scRNA-seq data. - Madalina Ciortan; Matthieu Defrance (Bioinform., 2022)

Augment to Interpret: Unsupervised and Inherently Interpretable Graph Embeddings. - Gregory Scafarto; Madalina Ciortan; Simon Tihon; Quentin Ferre (ACML, 2023)