Yiwei Zhou
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2026
Score Accuracy Along the Forward Diffusion Does Not Certify Numerical Stability in Diffusion Sampling
This paper shows that small forward-marginal error in score matching does not guarantee numerical stability, and constructs a smooth score field with small forward-marginal error but diverging moments and Wasserstein distances.
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