Leveraging Visual Signals for Robust Token-Level Uncertainty in Vision-Language Generation

Joseph Hoche, David Brellmann, Gianni Franchi

Uncertainty quantification (UQ) remains a critical challenge in Large Vision Language Models (LVLMs) for reliable predictions and real-world deployment. However, most existing meth…