Multi-Subject Personalization

Understand

Creative story illustration requires a consistent interplay of multiple characters or objects.

• However, conventional text-to-image models face significant challenges while producing images featuring multiple personalized subjects.
• For example, they distort the subject rendering, or the text descriptions fail to render coherent subject interactions.
• We present Multi-Subject Personalization (MSP) to alleviate some of these challenges.