3 papers
cs.CV2026
CytoSyn: a Foundation Diffusion Model for Histopathology -- Tech Report
Thomas Duboudin, Xavier Fontaine, Etienne Andrier +7
Computational pathology has made significant progress in recent years, fueling advances in both fundamental disease understanding and clinically ready tools. This evolution is driv…
cs.CV2025
Robust sensitivity control in digital pathology via tile score distribution matching
Arthur Pignet, John Klein, Genevieve Robin +1
Deploying digital pathology models across medical centers is challenging due to distribution shifts. Recent advances in domain generalization improve model transferability in terms…
cs.CV2025
Distilling foundation models for robust and efficient models in digital pathology
Alexandre Filiot, Nicolas Dop, Oussama Tchita +8
In recent years, the advent of foundation models (FM) for digital pathology has relied heavily on scaling the pre-training datasets and the model size, yielding large and powerful…