NeurIPS25 Best Paper: Why Diffusion Models Don't Memorize
gabriberton · x · 2026-07-03
The NeurIPS25 Best Paper "Why Diffusion Models Don't Memorize" reveals that visual diffusion models generalize first during training, only beginning to memorize after crossing a certain threshold (i.e., training for too many epochs on the same data). This finding contrasts with the memorization behavior of language models and represents a key discovery in the memorization vs generalization debate within the vision domain.
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