Memorization in diffusion models is detected via latent update norm instability and mitigated on-the-fly, yielding AUC over 0.999 and zero memorization rate on Stable Diffusion 1.4.
1985.Numerical solution of partial differential equations: finite difference methods
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Broken Memories: Detecting and Mitigating Memorization in Diffusion Models with Degraded Generations
Memorization in diffusion models is detected via latent update norm instability and mitigated on-the-fly, yielding AUC over 0.999 and zero memorization rate on Stable Diffusion 1.4.