LILAC: A Layer-Based Framework for Multi-Concept Customization of Diffusion Models Without Joint Training

Personalizing text-to-image diffusion models to render several specific subjects in a coherent image remains challenging: the model must preserve each subject's identity while keeping the scene spatially and visually coherent. Methods that fuse independen