Demystifying Foreground-Background Memorization in Diffusion Models

Jimmy Z. Di, Yiwei Lu, Yaoliang Yu +3

Diffusion models (DMs) memorize training images and can reproduce near-duplicates during generation. Current detection methods identify verbatim memorization but fail to capture tw…