Introduces C²R cross-sample consistency regularization that mitigates feature splitting and absorption in SAEs while preserving reconstruction fidelity.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
C$^{2}$R: Cross-sample Consistency Regularization Mitigates Feature Splitting and Absorption in Sparse Autoencoders
Introduces C²R cross-sample consistency regularization that mitigates feature splitting and absorption in SAEs while preserving reconstruction fidelity.