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Author

Zhenhua Tang

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Preprint Aug 2026

PEAK: Precise and Persistent Concept Erasure via k-Sparse Autoencoders

Erasing concepts from large-scale text-to-image (T2I) diffusion models has become increasingly crucial due to the growing concerns over copyright infringement, privacy violations, and offensive content. Existing approaches struggle to achieve both precise and persistent concept erasure: inaccurate localization of conce...

Man Jiang, Ouxiang Li, Weibao Xue et al. · 0 citations

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