Ground-A-Score: Scaling Up the Score Distillation for Multi-Attribute Editing

arXiv:2403.13551v1 Announce Type: cross
Abstract: Despite recent advancements in text-to-image diffusion models facilitating various image editing techniques, complex text prompts often lead to an oversight of some requests due to a bottleneck in processing text information. To tackle this challenge, we present Ground-A-Score, a simple yet powerful model-agnostic image editing method by incorporating grounding during score distillation. This approach ensures a precise reflection of intricate prompt requirements in the editing outcomes, taking into account the prior knowledge of the object …

abstract arxiv challenge cs.cv cs.lg diffusion diffusion models distillation editing image image diffusion information model-agnostic oversight processing prompts scaling scaling up simple text text-to-image type