FreeDiff: Progressive Frequency Truncation for Precise Image Editing with Diffusion Models

Leveraging the diffusion model's learned prior towards low-frequency components, we propose a novel fine-tuning free approach, FreeDiff, that performs progressive frequency truncation on the guidance to refine the editing process and achieve precise and versatile image editing.