Concept-TRAK: Understanding how diffusion models learn concepts through concept-level attribution

Yonghyun Park, Chieh-Hsin Lai, Satoshi Hayakawa +7

While diffusion models excel at image generation, their growing adoption raises critical concerns about copyright issues and model transparency. Existing attribution methods identi…