Shaozhe Hao*

ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction

"While personalized text-to-image generation has enabled the learning of a single concept from multiple images, a more practical yet challenging scenario involves learning multiple concepts within a single image. However, existing works tackling this scenario heavily rely on extensive human annotati…