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Lucas Drumetz

IMT Atlantique - MEE, Lab-STICC_OSE

Augmented Invertible Koopman Autoencoder for long-term time series forecasting

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Mar 17, 2025
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FlowKac: An Efficient Neural Fokker-Planck solver using Temporal Normalizing flows and the Feynman Kac-Formula

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Mar 14, 2025
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Land Surface Temperature Super-Resolution with a Scale-Invariance-Free Neural Approach: Application to MODIS

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Feb 03, 2025
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Koopman Ensembles for Probabilistic Time Series Forecasting

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Mar 13, 2024
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Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds

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Mar 11, 2024
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On Transfer in Classification: How Well do Subsets of Classes Generalize?

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Mar 06, 2024
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Physics Informed and Data Driven Simulation of Underwater Images via Residual Learning

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Feb 07, 2024
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Time-changed normalizing flows for accurate SDE modeling

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Jan 15, 2024
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MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition

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Oct 05, 2023
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Neural Koopman prior for data assimilation

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Sep 11, 2023
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