Training-free Slepian acceleration guidance plus structured AR noise improves temporal quality on chunk-wise autoregressive video diffusion without retraining.
In: ICML 2026 Workshop on Foundations of Deep Generative Models: Understanding Memoriza- tion, Generalization, and Reasoning (2026) 2, 3
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SAGA: Stable Acceleration Guidance for Autoregressive Video Generation
Training-free Slepian acceleration guidance plus structured AR noise improves temporal quality on chunk-wise autoregressive video diffusion without retraining.