SCoCCA: Multi-modal Sparse Concept Decomposition via Canonical Correlation Analysis

Ehud Gordon, Meir Yossef Levi, Guy Gilboa

Interpreting the internal reasoning of vision-language models is essential for deploying AI in safety-critical domains. Concept-based explainability provides a human-aligned lens b…