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Mauro Dalla Mura

GIPSA-SIGMAPHY

Augmented Invertible Koopman Autoencoder for long-term time series forecasting

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Mar 17, 2025
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Multiple-beam Interference Spectroscopy: Instrument Analysis and Spectrum Reconstruction

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Oct 28, 2024
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Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction

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May 06, 2024
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Koopman Ensembles for Probabilistic Time Series Forecasting

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Mar 13, 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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Model-based demosaicking for acquisitions by a RGBW color filter array

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Jun 02, 2023
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Learning Sentinel-2 reflectance dynamics for data-driven assimilation and forecasting

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May 05, 2023
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The ImSPOC snapshot imaging spectrometer: image formation model and device characterization

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Mar 27, 2023
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Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data

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Mar 13, 2023
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