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20232026
most citedAligned with LLM: a new multi-modal training paradigm for encoding fMRI activity in visual cortex

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cs.CV2026

Interpretable and Sparse Linear Attention with Decoupled Membership-Subspace Modeling via MCR2 Objective

Tianyuan Liu, Libin Hou, Linyuan Wang +1

Maximal Coding Rate Reduction (MCR2)-driven white-box transformer, grounded in structured representation learning, unifies interpretability and efficiency, providing a reliable whi…