š New paper! "Random Process Flow Matching: Generative Implicit Representations of Multivariate Random Fields", by Julien Lalanne, accepted to ICML'26 š„³
We're proposing flow-matching for inpainting in ultra-sparse setup, with applications to seismic interpolation.
š arxiv.org/abs/2605.28625
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arxiv.org
Generative modeling provides a powerful framework for learning data distributions. These models initially relied on probabilistic methods such as Gaussian Processes (GP) for uncertainty-aware predicti...
