Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation

Understand

Point-based interactive editing serves as an essential tool to complement the controllability of existing generative models.

• A concurrent work, DragDiffusion, updates the diffusion latent map in response to user inputs, causing global latent map alterations.
• This results in imprecise preservation of the original content and unsuccessful editing due to gradient vanishing.
• In contrast, we present DragNoise, offering robust and accelerated editing without retracing the latent map.