"feature decomposition" Papers

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Not All Language Model Features Are One-Dimensionally Linear

Josh Engels, Eric Michaud, Isaac Liao et al.

ICLR 2025arXiv:2405.14860

Sparse Autoencoders Do Not Find Canonical Units of Analysis

Patrick Leask, Bart Bussmann, Michael Pearce et al.

ICLR 2025arXiv:2502.04878

Elegantly Written: Disentangling Writer and Character Styles for Enhancing Online Chinese Handwriting

Yu Liu, Fatimah binti Khalid, Lei Wang et al.

Enhancing Tampered Text Detection through Frequency Feature Fusion and Decomposition

Zhongxi Chen, Shen Chen, Taiping Yao et al.