Interpretability

VisualScratchpad: Grounding Visual Concepts in Large Vision Language Models featured image

VisualScratchpad: Grounding Visual Concepts in Large Vision Language Models

Grounding visual concepts in large vision-language models via a attention-based linking mechanism.

hyesu-lim
ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts featured image

ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts

Characterizes dataset bias by disentangling visual concepts learned by sparse autoencoders on vision models.

jinho-choi