Author

Yunqiao Yang

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Preprint Jul 2026

When Structured Sparse Autoencoders Learn Consistent Concepts Across Modalities

A Structured Sparse AutoEncoder that enforces concept consistency from both semantic and spatial perspectives in the visual modality is proposed and introduced, and enhances neuronal monosemanticity by this visual structural prior.

Weiduo Liao, Yunqiao Yang, Ying Wei · 0 citations