PAIR Diffusion: A Comprehensive Framework for Object-Level Image Editing with Diffusion Models

PAIR Diffusion is a generic framework that enables diffusion models to control the structure and appearance properties of each object in an image, enabling comprehensive editing capabilities such as localized free-form shape editing, appearance editing, adding objects, and object-level image variations.