Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance

Rare Concept Composition for Visual Generation -Generating images from prompts with rare concept mixtures -Object with unusual attributes -e.g., a hairy frog, a star-shaped apple, a trumpet-like gun, … -Essential for real creators designing images never seen before