Implicit Style-Content Separation using B-LoRA

arXiv:2403.14572v1 Announce Type: new
Abstract: Image stylization involves manipulating the visual appearance and texture (style) of an image while preserving its underlying objects, structures, and concepts (content). The separation of style and content is essential for manipulating the image's style independently from its content, ensuring a harmonious and visually pleasing result. Achieving this separation requires a deep understanding of both the visual and semantic characteristics of images, often necessitating the training of specialized models or employing heavy optimization. In this …

abstract arxiv concepts cs.cv image lora objects style texture type visual