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Tim Weiland
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Drifting Fields are not Conservative
Drift fields in generative models are generally non-conservative; sharp normalization makes them gradients of a scalar potential, bridging to Wasserstein gradient flows and denoising score matching.
Leonard T. Franz
,
Sebastian Hoffmann
,
Tim Weiland
,
Bernhard Schรถlkopf
,
Georg Martius
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Scaling up Probabilistic PDE Simulators with Structured Volumetric Information
Introduces GP-FVM, a probabilistic counterpart to the finite volume method, enabling large-scale probabilistic PDE simulations.
Tim Weiland
,
Marvin Pfรถrtner
,
Philipp Hennig
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