Dominant vs. Dominated: Concept-Level Generative Collapse in Diffusion Models

Hayeon Jeong, Jong-Seok Lee

Text-to-image diffusion models have attracted significant attention for their ability to generate diverse, high-fidelity images. However, in multi-concept generation, one concept t…