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cs.LG 1

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2026 1

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A Unifying View of Variational Generative Wasserstein Flows

cs.LG · 2026-05-29 · unverdicted · novelty 5.0

Unifies a broad class of generative models as instances of parametric JKO schemes for f-divergences, establishes equivalences, extends the framework to IPMs and squared MMD, and analyzes parametric Wasserstein flows.

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  • A Unifying View of Variational Generative Wasserstein Flows cs.LG · 2026-05-29 · unverdicted · none · ref 11

    Unifies a broad class of generative models as instances of parametric JKO schemes for f-divergences, establishes equivalences, extends the framework to IPMs and squared MMD, and analyzes parametric Wasserstein flows.