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Understanding Generalization in Diffusion Distillation via Probability Flow Distance

2025 · ArXiv.org

Diffusion distillation provides an effective approach for learning lightweight and few-steps diffusion models with efficient generation. However, evaluating their generalization remains challenging: theoretical metrics are often impractical for high-dimensional data, while no practical metrics rigorously …