2025
Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models
ICCV 2025poster
The rapid advancements in Vision Language Models (VLMs) have prompted the development of multi-modal medical assistant systems. Despite this progress, current models still have inherent probabilistic uncertainties, often producing erroneous or unverified responses--an issue with serious implications…