Dynamic Image Prompt Adapter for Scalable Zero-shot Personalized Text-to-Image Generation
DynaIP is a plugin for Text-to-Image models that improves personalized image generation by balancing concept preservation and prompt following, especially for multiple subjects. It uses a Dynamic Decoupling Strategy to separate subject-specific details from general scene information and a Hierarchical Mixture-of-Experts module to capture fine visual details effectively.