Benchmarking proximal methods acceleration enhancements for CS-acquired MR image analysis reconstruction
Zaccharie Ramzi
,
Philippe Ciuciu
,
Jean-Luc Starck
SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations Workshop , Jul 2019, Toulouse, France
Conference papers
hal-02298569v1
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Denoising Score-Matching for Uncertainty Quantification in Inverse Problems
Zaccharie Ramzi
,
Benjamin Rémy
,
Francois Lanusse
,
Jean-Luc Starck
,
Philippe Ciuciu
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems / Workshop on Deep Learning and Inverse Problems , Dec 2020, Vancouver / Virtuel, Canada
Conference papers
hal-03020167v1
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Deep generative models for galaxy image simulations
François Lanusse
,
Rachel Mandelbaum
,
Siamak Ravanbakhsh
,
Chun-Liang Li
,
Peter Freeman
,
et al.
Journal articles
hal-03451832v1
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Adaptive wavelet distillation from neural networks through interpretations
Wooseok Ha
,
Chandan Singh
,
Francois Lanusse
,
Srigokul Upadhyayula
,
Bin Yu
2021
Preprints, Working Papers, ...
hal-03451718v1
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Benchmarking MRI Reconstruction Neural Networks on Large Public Datasets
Zaccharie Ramzi
,
Philippe Ciuciu
,
Jean-Luc Starck
Applied Sciences , 2020
Journal articles
hal-03028066v1
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Benchmarking Deep Nets MRI Reconstruction Models on the FastMRI Publicly Available Dataset
Zaccharie Ramzi
,
Philippe Ciuciu
,
Jean-Luc Starck
ISBI 2020 - International Symposium on Biomedical Imaging , Apr 2020, Iowa City, United States
Conference papers
hal-02436223v1
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Polarized cosmic microwave background map recovery with sparse component separation
J. Bobin
,
F. Sureau
,
J.-L. Starck
Journal articles
cea-01383757v1
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Euclid preparation - XIII. Forecasts for galaxy morphology with the Euclid Survey using deep generative models
H. Bretonnière
,
M. Huertas-Company
,
A. Boucaud
,
F. Lanusse
,
E. Jullo
,
et al.
Journal articles
hal-03533669v1
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Transformation Importance with Applications to Cosmology
Chandan Singh
,
Wooseok Ha
,
Francois Lanusse
,
Vanessa Boehm
,
Jia Liu
,
et al.
2021
Preprints, Working Papers, ...
hal-03451860v1
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Probabilistic Mapping of Dark Matter by Neural Score Matching
Benjamin Rémy
,
Francois Lanusse
,
Zaccharie Ramzi
,
Jia Liu
,
Niall Jeffrey
,
et al.
NeurIPS 2020 - 3rd Workshop on Machine Learning and the Physical Sciences , Dec 2020, Vancouver / Virtuel, Canada
Conference papers
hal-03020188v1
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XPDNet for MRI Reconstruction: an Application to the fastMRI 2020 Brain Challenge
Zaccharie Ramzi
,
Philippe Ciuciu
,
Jean-Luc Starck
2020
Preprints, Working Papers, ...
hal-03020202v1
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SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models
Zaccharie Ramzi
,
Florian Mannel
,
Shaojie Bai
,
Jean-Luc Starck
,
Philippe Ciuciu
,
et al.
ICLR 2022 - International Conference on Learning Representations , Apr 2022, Virtual, United States
Conference papers
hal-03246167v3
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Wavelets in the Deep Learning ERA
Zaccharie Ramzi
,
Jean-Luc Starck
,
Thomas Moreau
,
Philippe Ciuciu
EUSIPCO 2020 - 28th European Signal Processing Conference , Jan 2021, Amsterdam, Netherlands
Conference papers
hal-03020214v1
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Spectral unmixing applied to fast identification of γ-emitting radionuclides using NaI(Tl) detectors
Hugues Paradis
,
Christophe Bobin
,
J. Bobin
,
Jacques Bouchard
,
Valérie Lourenço
,
et al.
Journal articles
hal-03433598v1
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