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Nathanaël Perraudin

High Resolution Seismic Waveform Generation using Denoising Diffusion

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Oct 25, 2024
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Efficient algorithms for regularized Poisson Non-negative Matrix Factorization

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Apr 25, 2024
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Efficient and Scalable Graph Generation through Iterative Local Expansion

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Dec 14, 2023
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An evaluation of deep learning models for predicting water depth evolution in urban floods

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Feb 20, 2023
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Diffusion Models for Graphs Benefit From Discrete State Spaces

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Oct 04, 2022
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What You See is What You Classify: Black Box Attributions

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May 23, 2022
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SPECTRE : Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators

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Apr 04, 2022
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A data acquisition setup for data driven acoustic design

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Sep 24, 2021
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DeepSphere: a graph-based spherical CNN

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Dec 30, 2020
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Scalable Graph Networks for Particle Simulations

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Oct 14, 2020
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