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Stanislas Ducotterd

Orcid: 0009-0006-2047-5179

According to our database1, Stanislas Ducotterd authored at least 11 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2025
Learning Regularization Functionals for Inverse Problems: A Comparative Study.
[BibTeX]
[DOI]
Johannes Hertrich
,
Hok Shing Wong
,
Alexander Denker
,
Stanislas Ducotterd
,
Zhenghan Fang
,
Markus Haltmeier
,
Zeljko Kereta
,
Erich Kobler
,
Oscar Leong
,
Mohammad Sadegh Salehi
,
Carola-Bibiane Schönlieb
,
Johannes Schwab
,
Zakhar Shumaylov
,
Jeremias Sulam
,
German Shâma Wache
,
Martin Zach
,
Yasi Zhang
,
Matthias J. Ehrhardt
,
Sebastian Neumayer
CoRR, October, 2025

Undersampled Phase Retrieval with Image Priors.
[BibTeX]
[DOI]
Stanislas Ducotterd
,
Zhiyuan Hu
,
Michael Unser
,
Jonathan Dong
CoRR, September, 2025

Multivariate Fields of Experts.
[BibTeX]
[DOI]
Stanislas Ducotterd
,
Michael Unser
CoRR, August, 2025

Universal Architectures for the Learning of Polyhedral Norms and Convex Regularization Functionals.
[BibTeX]
[DOI]
Michael Unser
,
Stanislas Ducotterd
CoRR, March, 2025

Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction.
[BibTeX]
[DOI]
Stanislas Ducotterd
,
Sebastian Neumayer
,
Michael Unser
Proceedings of the Conference on Parsimony and Learning, 2025

2024
Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions.
[BibTeX]
[DOI]
Stanislas Ducotterd
,
Alexis Goujon
,
Pakshal Bohra
,
Dimitris Perdios
,
Sebastian Neumayer
,
Michael Unser
J. Mach. Learn. Res., 2024

Controlled Learning of Pointwise Nonlinearities in Neural-Network-Like Architectures.
[BibTeX]
[DOI]
Michael Unser
,
Alexis Goujon
,
Stanislas Ducotterd
CoRR, 2024

Parseval Convolution Operators and Neural Networks.
[BibTeX]
[DOI]
Michael Unser
,
Stanislas Ducotterd
CoRR, 2024

Learning a Convex Patch-Based Synthesis Model via Deep Equilibrium.
[BibTeX]
[DOI]
Stanislas Ducotterd
,
Sebastian Neumayer
,
Michael Unser
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
A Neural-Network-Based Convex Regularizer for Inverse Problems.
[BibTeX]
[DOI]
Alexis Goujon
,
Sebastian Neumayer
,
Pakshal Bohra
,
Stanislas Ducotterd
,
Michael Unser
IEEE Trans. Computational Imaging, 2023

2022
A Neural-Network-Based Convex Regularizer for Image Reconstruction.
[BibTeX]
[DOI]
Alexis Goujon
,
Sebastian Neumayer
,
Pakshal Bohra
,
Stanislas Ducotterd
,
Michael Unser
CoRR, 2022


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