Chao Wu

KbSD transforms the way agentic search models navigate knowledge boundaries, achieving substantial accuracy gains even in the most challenging decision-making scenarios.

By guiding diffusion with a consensus prior, VDD generates anatomically plausible uncertainty maps for medical image segmentation, avoiding the hallucinations that plague standard generative approaches.