Visual diffusion models have revolutionized the field of creative AI, producing high-quality
and diverse content. However, they inevitably memorize training images or videos …

As deep generative models have progressed, recent work has shown that they are capable
of memorizing and reproducing training datapoints when deployed. These findings call into …

As diffusion probabilistic models (DPMs) are being employed as mainstream models for
Generative Artificial Intelligence (GenAI), the study of their memorization of training data has …

Recent works have shown that diffusion models are able to memorize training images and
emit them at generation time. However, the metrics used to evaluate memorization and its …