Ducotterd, Stanislas
- A Neural-Network-Based Convex Regularizer for Inverse Problems
2022/11/22 by Alexis Goujon, Sebastian Neumayer, Goujon, Alexis +7 · 12 citations
Medicine · Engineering · #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #Advanced X-ray and CT Imaging
- Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions
2022/10/28 by Ducotterd, Stanislas, Goujon, Alexis, Bohra, Pakshal +3 · 7 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction
2024/12/17 by Ducotterd, Stanislas, Neumayer, Sebastian, Unser, Michael · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Learning Regularization Functionals for Inverse Problems: A Comparative Study
2025/10/02 by Hertrich, Johannes, Wong, Hok Shing, Denker, Alexander +16 · 3 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- Parseval Convolution Operators and Neural Networks
2024/08/19 by Michaël Unser, Stanislas Ducotterd, Unser, Michael +1 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Functional Analysis (math.FA) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering