#deep generative models

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stat.ML2026

Can Deep Generative Models Reproduce Non-Stationary Gaussian Random Fields?

Daniel Kua, Yan Song

The paper evaluates several deep generative models on a synthetic non‑stationary Gaussian random field to see how well they recover the true mean and covariance, and demonstrates t…

#deep generative models#non-stationary gaussian random fields#spatial statistics#model evaluation