2026
You Don’t Need All That Attention: Surgical Memorization Mitigation in Text-to-Image Diffusion Models
ICML 2026poster
Generative models have been shown to "memorize" certain training data, leading to verbatim or near-verbatim generating images, which may cause privacy concerns or copyright infringement. We introduce Guidance Using Attractive-Repulsive Dynamics (GUARD), a novel framework for memorization mitigation …