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

Daniel Kua, Yan Song

Deep generative models (DGMs) are widely used for complex high-dimensional data and increasingly applied to spatial and spatio-temporal modeling. Their generated samples implicitly…