PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image Editor

arXiv:2303.17546v3 Announce Type: replace-cross
Abstract: Generative image editing has recently witnessed extremely fast-paced growth. Some works use high-level conditioning such as text, while others use low-level conditioning. Nevertheless, most of them lack fine-grained control over the properties of the different objects present in the image, i.e. object-level image editing. In this work, we tackle the task by perceiving the images as an amalgamation of various objects and aim to control the properties of each object in a fine-grained manner. Out …

arxiv cs.ai cs.cv cs.lg diffusion editor image multimodal object type