Nishita Jain

Erasing Without Collateral Damage: Precise Concept Removal in Diffusion Models

Parth Upman, Nishita Jain, Shreyank N Gowda

Training-free concept erasure is an attractive mechanism for controlling text-to-image diffusion models, but precise erasure often comes at the cost of damaging semantically related non-target concepts. Existing value-space methods remove the component of each cross-attention val…Read more