2026
A Comprehensive Information-Decomposition Analysis of Large Vision-Language Models
ICLR 2026poster
Large vision-language models (LVLMs) achieve impressive performance, yet their internal decision-making processes remain opaque, making it difficult to determine if the success stems from true multimodal fusion or reliance on unimodal priors. To address this attribution gap, we introduce a novel fra…