Song-Han Jiang

Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception

Whole-slide visual reasoning requires identifying sparse diagnostic evidence in gigapixel pathology slides and integrating observations across spatial scales. Existing WSI methods either compress densely sampled patches into global representations or use pretrained vision-language models with heuristic region selection...