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C$^{2}$R: Cross-sample Consistency Regularization Mitigates Feature Splitting and Absorption in Sparse Autoencoders

arXiv – CS AI|Haoran Jin, Xiting Wang, Shijie Ren, Hong Xie, Defu Lian|
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