Zhuan Shi
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2026
Neighbor-Aware Localized Concept Erasure in Text-to-Image Diffusion Models
The paper proposes Neighbor-Aware Localized Concept Erasure (NLCE), a training-free framework that effectively removes specific concepts from text-to-image models while minimizing the unintended degradation of semantically related neighboring concepts.
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