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Marten Lienen

Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting

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Oct 03, 2024
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Unfolding Time: Generative Modeling for Turbulent Flows in 4D

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Jun 17, 2024
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Add and Thin: Diffusion for Temporal Point Processes

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Nov 02, 2023
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Assessing Robustness via Score-Based Adversarial Image Generation

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Oct 06, 2023
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Generative Diffusion for 3D Turbulent Flows

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May 29, 2023
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Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks

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Mar 16, 2022
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Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More

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Jul 14, 2021
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