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cs.LG2026
Generalized Wasserstein Flow Matching: Nested Couplings for Point Cloud Generation
Moritz Piening, Richard Duong, Gabriele Steidl
We formulate flow matching on probability measures over probability measures. Directly from the Wasserstein-on-Wasserstein (WoW) continuity equation, we show that admissible nested…
cs.LG2024★ 1 cited
Neural Sampling from Boltzmann Densities: Fisher-Rao Curves in the Wasserstein Geometry
Jannis Chemseddine, Christian Wald, Richard Duong +1
We deal with the task of sampling from an unnormalized Boltzmann density by learning a Boltzmann curve given by energies starting in a simple density . First, we e…