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"World Knowledge" in the Weights: Reading Concept Circuits of Vision Transformers

Chen, Yanlin et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Vision transformers (ViTs) have achieved remarkable generalization across visual domains, yet little is known about how they internally represent the structure of the world. To address this gap, we use Cross-Layer Transcoders (CLTs) to read concept circuits from ViTs: directed graphs whose nodes cor
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