Marin Scalbert

According to our database, Marin Scalbert authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Controllable Latent Space Augmentation for Digital Pathology.

Sofiène Boutaj, Marin Scalbert, Pierre Marza, Florent Couzinie-Devy, Maria Vakalopoulou, Stergios Christodoulidis

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Mind the domain gap: Improving Deep Learning Models Generalization Across Diverse Visual Domains. (Attention à l'écart de domaine: améliorer la généralisation des modèles d'apprentissage profond à des domaines visuels diversifiés).

Marin Scalbert

PhD thesis, 2024

Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization.

Marin Scalbert, Maria Vakalopoulou, Florent Couzinie-Devy

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Improving Domain-Invariance in Self-Supervised Learning via Batch Styles Standardization.

Marin Scalbert, Maria Vakalopoulou, Florent Couzinié-Devy

CoRR, 2023

2022

Test-Time Image-to-Image Translation Ensembling Improves Out-of-Distribution Generalization in Histopathology.

Marin Scalbert, Maria Vakalopoulou, Florent Couzinié-Devy

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Multi-Source Domain Adaptation via supervised contrastive learning and confident consistency regularization.

Marin Scalbert, Florent Couzinié-Devy, Maria Vakalopoulou

Proceedings of the 32nd British Machine Vision Conference 2021, 2021