Improving Semantic Uncertainty Quantification in LVLMs with Semantic Gaussian Processes

Joseph Hoche, Andrei Bursuc, David Brellmann +4

Large Vision-Language Models (LVLMs) often produce plausible but unreliable outputs, making robust uncertainty estimation essential. Recent work on semantic uncertainty estimates r…