Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing

arXiv:2311.18608v2 Announce Type: replace-cross
Abstract: With the remarkable advent of text-to-image diffusion models, image editing methods have become more diverse and continue to evolve. A promising recent approach in this realm is Delta Denoising Score (DDS) - an image editing technique based on Score Distillation Sampling (SDS) framework that leverages the rich generative prior of text-to-image diffusion models. However, relying solely on the difference between scoring functions is insufficient for preserving specific structural elements from the original image, a crucial …

arxiv cs.ai cs.cv cs.lg denoising diffusion editing image text type