2026
Neighbor-Aware Localized Concept Erasure in Text-to-Image Diffusion Models
CVPR 2026
Concept erasure in text-to-image diffusion models seeks to remove undesired concepts while preserving overall generative capability. Localized erasure methods aim to restrict edits to the spatial region occupied by the target concept. However, we observe that suppressing a concept can unintentionall