Zelin Liu

PathChat-SegR1: Reasoning Segmentation in Pathology via SO-GRPO

Segmentation in pathology image requires handling out-of-domain tissue morphologies and new pathologies beyond training distributions, where traditional closed-set segmentation approaches fail to generalize. Reasoning segmentation enables zero-shot generalization via prompting with text queries. H…