Concept Unlearning via Cross-Attention Activation Projection for Diffusion Models

Saemi Moon, Suhyeon Jun, Seoyeon Lee +1

Concept unlearning aims to erase a target concept from a pretrained text-to-image diffusion model without retraining. Closed-form methods are attractive in this setting because the…