Small-time score-mixed diffusion dynamics are governed by the geometric potential Φ_λ = λ d1² + (1-λ) d2², reducing the problem to Clarke subgradient inclusions with convergence guarantees in the Dirac-mixture case.
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DVG dynamically selects content-aware spatio-temporal acceleration strategies for diffusion-based video generation, delivering up to 7x speedup with near-lossless quality on models like HunyuanVideo.
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Geometric Asymptotics of Score Mixing and Guidance in Diffusion Models
Small-time score-mixed diffusion dynamics are governed by the geometric potential Φ_λ = λ d1² + (1-λ) d2², reducing the problem to Clarke subgradient inclusions with convergence guarantees in the Dirac-mixture case.
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Dynamic Video Generation: Shaping Video Generation Across Time and Space
DVG dynamically selects content-aware spatio-temporal acceleration strategies for diffusion-based video generation, delivering up to 7x speedup with near-lossless quality on models like HunyuanVideo.