Vision-Language Models as Zero-Annotation Oracles in Histopathology

Vishal Jain, Giorgio Buzzanca, Sarah Cechnicka +6

Foreground segmentation is the critical first step of every computational pathology pipeline, yet existing methods rely on hand-tuned heuristics or supervised models that overfit t…