2026
Exploiting Low-Dimensional Manifold of Features for Few-shot Whole Slide Image Classification
ICLR 2026poster
Few-shot Whole Slide Image (WSI) classification is severely hampered by overfitting. We argue that this is not merely a data-scarcity issue but a fundamentally geometric problem. Grounded in the manifold hypothesis, our analysis shows that features from pathology foundation models exhibit a low-dime…