Random Process Flow Matching: Generative Implicit Representations of Multivariate Random Fields

Julien Lalanne, David Picard, Lionel Boillot +3

Generative modeling provides a powerful framework for learning data distributions. These models initially relied on probabilistic methods such as Gaussian Processes (GP) for uncert…