Multi-Source Domain Adaptation via supervised contrastive learning and confident consistency regularization. - Marin Scalbert; Florent Couzinié-Devy; Maria Vakalopoulou (BMVC, 2021)

Test-Time Image-to-Image Translation Ensembling Improves Out-of-Distribution Generalization in Histopathology. - Marin Scalbert; Maria Vakalopoulou; Florent Couzinié-Devy (MICCAI (2), 2022)

Improving Domain-Invariance in Self-Supervised Learning via Batch Styles Standardization. - Marin Scalbert; Maria Vakalopoulou; Florent Couzinié-Devy (CoRR, 2023)

Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization. - Marin Scalbert; Maria Vakalopoulou; Florent Couzinie-Devy (ICLR, 2024)

Distilling foundation models for robust and efficient models in digital pathology. - Alexandre Filiot; Nicolas Dop; Oussama Tchita; Auriane Riou; Rémy Dubois; Thomas Peeters; Daria Valter; Marin Scalbert; Charlie Saillard; Geneviève Robin; Antoine Olivier (CoRR, 2025)