Jinho Choi

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ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts

ConceptScope is a scalable and automated framework for analyzing visual datasets by discovering and quantifying human-interpretable …

Jinho Choi, Hyesu Lim, Steffen Schneider, Jaegul Choo

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Sparse Autoencoders Reveal Selective Remapping of Visual Concepts During Adaptation

PatchSAE is a framework to extract interpretable concepts and their spatial attributions in vision transformers.

Hyesu Lim, Jinho Choi, Jaegul Choo, Steffen Schneider