Improving Semantic Uncertainty Quantification in LVLMs with Semantic Gaussian Processes. - Joseph Hoche; Andrei Bursuc; David Brellmann; Gilles Louppe; Pavel Izmailov; Angela Yao; Gianni Franchi (CoRR, 2025)

Leveraging Visual Signals for Robust Token-Level Uncertainty in Vision-Language Generation. - Joseph Hoche; David Brellmann; Gianni Franchi (CoRR, 2026)