DiaVLo: Diagnosing Behaviours of Vision-Language Models
DiaVLo is presented, a diagnostic framework that leverages human curation and VLMs'generation capabilities to construct specifications of desired and observed VLM behaviours, surfacing potential misalignments and providing causal estimates to identify the most influential concepts steering VLM behaviours.
Lorenzo Corti, Jie Yang
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