Wooyeop Choi

KAIST

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

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Jisung Park (1)Seohyeon Kang (1)Daeun Yoo (1)Eunsu Lee (1)

Papers (1)

Jun 30, 2026

1w ago·also Chang Gung University, Konyang University, The Francis Crick Institute, UCL

Resolving superposition in AI for interpretability and cross-modal alignment in patient-neuronal images

Superposition in neural networks can obscure biological insights, but this study reveals how sparse autoencoders can restore geometric fidelity and enhance interpretability in high-dimensional data.

Jisung Park, Seohyeon Kang, Daeun Yoo +8

Interpretability & Mechanistic Interp Multimodal Models

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Wooyeop Choi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)