H. Fuchs

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Publication activitypapers/week, last 8 weeks

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Interpretability & Mechanistic Interp (1)Multimodal Models (1)

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Akshay Paruchuri (1)Ishan Chatterjee (1)Ehsan Adeli (1)P. Didyk (1)

Papers (1)

Apr 15, 2026

Stanford HAI4d ago

The Cost of Language: Centroid Erasure Exposes and Exploits Modal Competition in Multimodal Language Models

MLLMs prioritize language over vision so strongly that you can boost visual reasoning performance by simply scrambling the text tokens' centroids during decoding.

Akshay Paruchuri, Ishan Chatterjee, H. Fuchs +2

Interpretability & Mechanistic Interp Multimodal Models

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H. Fuchs

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)