Geometry-Aware Uncertainty Coresets for Robust Visual In-Context Learning in Histopathology

Franciskus Xaverius Erick, Johanna Paula Müller, Bernhard Kainz

Vision-language models (VLMs) can couple visual perception with open-ended clinical reasoning, making them attractive for computational histopathology. However, fine-tuning billion…