Stanislas Ducotterd

13 papers Misc 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Learning Regularization Functionals for Inverse Problems: A Comparative Study.
CoRR
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
2025 — conf
Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction.
CPAL
Stanislas Ducotterd, Sebastian Neumayer, Michael Unser
2025 J jnl
Multivariate Fields of Experts.
CoRR
Stanislas Ducotterd, Michael Unser
2025 J jnl
Undersampled Phase Retrieval with Image Priors.
CoRR
Stanislas Ducotterd, Zhiyuan Hu, Michael Unser, Jonathan Dong
2025 J jnl
Universal Architectures for the Learning of Polyhedral Norms and Convex Regularization Functionals.
CoRR
Michael Unser, Stanislas Ducotterd
2024 J jnl
Controlled Learning of Pointwise Nonlinearities in Neural-Network-Like Architectures.
CoRR
Michael Unser, Alexis Goujon, Stanislas Ducotterd
2024 J jnl
Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions.
J. Mach. Learn. Res.
Stanislas Ducotterd, Alexis Goujon, Pakshal Bohra, Dimitris Perdios, Sebastian Neumayer, Michael Unser
2024 Misc conf
Learning a Convex Patch-Based Synthesis Model via Deep Equilibrium.
ICASSP
Stanislas Ducotterd, Sebastian Neumayer, Michael Unser
2024 J jnl
Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction.
CoRR
Stanislas Ducotterd, Sebastian Neumayer, Michael Unser
2024 J jnl
Parseval Convolution Operators and Neural Networks.
CoRR
Michael Unser, Stanislas Ducotterd
2023 J jnl
A Neural-Network-Based Convex Regularizer for Inverse Problems.
IEEE Trans. Computational Imaging
Alexis Goujon, Sebastian Neumayer, Pakshal Bohra, Stanislas Ducotterd, Michael Unser
2022 J jnl
A Neural-Network-Based Convex Regularizer for Image Reconstruction.
CoRR
Alexis Goujon, Sebastian Neumayer, Pakshal Bohra, Stanislas Ducotterd, Michael Unser
2022 J jnl
Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions.
CoRR
Stanislas Ducotterd, Alexis Goujon, Pakshal Bohra, Dimitris Perdios, Sebastian Neumayer, Michael Unser