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Nils Laurent

DeepInverse: A Python package for solving imaging inverse problems with deep learning
2025 · Julián Tachella, Matthieu Terris, et al. · The Journal of Open Source Software · 53
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A Novel Ridge Detector for Nonstationary Multicomponent Signals: Development and Application to Robust Mode Retrieval
2021 · Nils Laurent, Sylvain Meignen · IEEE Transactions on Signal Processing · 34
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Unsupervised classification of the spectrogram zeros with an application to signal detection and denoising
2023 · Juan M. Miramont, François Auger, et al. · Signal Processing · 15
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On Local Chirp Rate Estimation in Noisy Multicomponent Signals: With an Application to Mode Reconstruction
2022 · Nils Laurent, Marcelo A. Colominas, et al. · IEEE Transactions on Signal Processing · 13
A Novel Time-Frequency Technique for Mode Retrieval Based on Linear Chirp Approximation
2020 · Nils Laurent, Sylvain Meignen · IEEE Signal Processing Letters · 13
One or Two Ridges? An Exact Mode Separation Condition for the Gabor Transform
2022 · Sylvain Meignen, Nils Laurent, et al. · IEEE Signal Processing Letters · 9
A New Adaptive Technique for Multicomponent Signals Reassignment Based on Synchrosqueezing Transform
2022 · N. Laurent, S. Meignen · European Signal Processing Conference (EUSIPCO) · 5
Beyond $R$-Barycenters: An Effective Averaging Method on Stiefel and Grassmann Manifolds
2025 · Florent Bouchard, Nils Laurent, et al. · IEEE Signal Processing Letters · 3
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Multilevel Plug-and-Play Image Restoration
2025 · Nils Laurent, Julián Tachella, et al. · IEEE Transactions on Computational Imaging · 2
A Novel Algorithm for Heart Rate Estimation Based on Synchrosqueezing Transform
2021 · Nils Laurent, Sylvain Meignen, et al. · European Signal Processing Conference (EUSIPCO) · 2
A Comparative Evaluation of Linear and Non-Linear Combat Variants for Multisite EEG Harmonization
2026 · Milana W. Kasab, Mirna M. El Shamaa, et al. · IEEE International Multidisciplinary Conference on Engineering Technology (IMCET) · 1
A Novel Approach Based on Voronoï Cells to Classify Spectrogram Zeros of Multicomponent Signals
2023 · N. Laurent, S. Meignen, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
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EquivAnIA: A Spectral Method for Rotation-Equivariant Anisotropic Image Analysis
2026 · Scanvic, Jérémy, Laurent, Nils · arXiv (Cornell University)
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DeepInverse: A Python package for solving imaging inverse problems with deep learning
2025 · Tachella, Julián, Terris, Matthieu, et al. · Zenodo (CERN European Organization for Nuclear Research)
Disentangling Modes and Interference in the Spectrogram of Multicomponent Signals
2025 · Polisano, Kévin, Meignen, Sylvain, et al. · arXiv (Cornell University)
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Estimation de barycentres sur variétés de Stiefel : une approche par projection
2023 · Laurent, Nils, Bouchard, Florent, et al. · HAL
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time-frequency analysis of noisy multicomponent signals : contributions to ridge detection, mode reconstruction, chirp rate estimation, and interference localization.
2022 · Nils Laurent · theses.fr (ABES)
A Novel Approach for Ridge Detection and Mode Retrieval of Multicomponent Signals Based on STFT
2020 · Laurent, Nils, Meignen, Sylvain · HAL
Works count: 20
Citation count: 151
H-index: 6
I10-index: 5
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