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20232026
most citedConditional Wasserstein Distances with Applications in Bayesian OT Flow Matching

1 citations · 3 across the 8 of their papers we have counts for

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stat.ML2025

Adapting Noise to Data: Generative Flows from 1D Processes

Jannis Chemseddine, Gregor Kornhardt, Richard Duong +1

The default Gaussian latent in flow-based generative models poses challenges when learning certain distributions such as heavy-tailed ones. We introduce a general framework for lea…

math.AP2025

Telegrapher's Generative Model via Kac Flows

Richard Duong, Jannis Chemseddine, Peter K. Friz +1

We break the mold in flow-based generative modeling by proposing a new model based on the damped wave equation, also known as telegrapher's equation. Similar to the diffusion equat…