User-specified Visual Appearance Personalization via Decoupled Self Augmentation

U-VAP allows users to specify desired visual attributes (e.g., color, pattern, structure) and generates images that accurately reflect those attributes, while maintaining high visual quality and flexibility in combining with novel concepts.