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Thanh-Nhan Vo

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Preprint Jul 2026

SAGA: Stable Acceleration Guidance for Autoregressive Video Generation

SAGA integrates an acceleration domain spectral guidance objective based on finite-window Slepian projections with a structured autoregressive noise initialization strategy that suppresses short-range temporal correlations while preserving long-range motion structure and consistently improves temporal quality across multiple autoregressive diffusion models.

Thanh-Nhan Vo, Trong-Thuan Nguyen, T. Le et al. · 0 citations