Synthical logo
Synthical
Your space
Profile
Activity
Favorites
Folders
Feeds
All articles
Contacts
About
Simple
Original

Articles by Sebastian Neumayer

DEALing with Image Reconstruction: Deep Attentive Least Squares
6 February 2025 by Mehrsa Pourya and others
Image and Video Processing, Computer Vision and Pattern Recognition
Wasserstein Gradient Flows for Moreau Envelopes of f-Divergences in Reproducing Kernel Hilbert Spaces
16 January 2025 by Viktor Stein and others
Machine Learning, Functional Analysis
Stability of Data-Dependent Ridge-Regularization for Inverse Problems
6 January 2025 by Sebastian Neumayer and Fabian Altekrüger
Optimization and Control, Machine Learning
Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction
17 December 2024 by Stanislas Ducotterd and others
Image and Video Processing, Computer Vision and Pattern Recognition
Generative Feature Training of Thin 2-Layer Networks
11 November 2024 by Johannes Hertrich and Sebastian Neumayer
Machine Learning, Numerical Analysis
Iteratively Refined Image Reconstruction with Learned Attentive Regularizers
9 July 2024 by Mehrsa Pourya and others
Image and Video Processing, Computer Vision and Pattern Recognition
Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms
20 December 2023 by Alexis Goujon and others at LogoEPFL - EPF Lausanne
Image and Video Processing, Computer Vision and Pattern Recognition
Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions
19 December 2023 by Stanislas Ducotterd and others
Machine Learning
A Neural-Network-Based Convex Regularizer for Inverse Problems
25 August 2023 by Alexis Goujon and others
Image and Video Processing, Machine Learning
On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks
9 August 2023 by Sebastian Neumayer and others
Machine Learning, Optimization and Control
Explicit representations for Banach subspaces of Lizorkin distributions
7 June 2023 by Sebastian Neumayer and Michael Unser
Functional Analysis, Optimization and Control
Template-Based Image Reconstruction Facing Different Topologies
26 May 2023 by Sebastian Neumayer and Antonia Topalovic
Optimization and Control
Stability of Image-Reconstruction Algorithms
22 August 2022 by Pol Del Aguila Pla and others
Optimization and Control, Machine Learning
Approximation of Lipschitz Functions using Deep Spline Neural Networks
13 April 2022 by Sebastian Neumayer and others
Machine Learning, Optimization and Control
An Image Registration Model in Electron Backscatter Diffraction
3 September 2021 by Manuel Gräf and others
Optimization and Control
Transfer Operators from Optimal Transport Plans for Coherent Set Detection
29 April 2021 by Péter Koltai and others
Numerical Analysis
Unbalanced Multi-Marginal Optimal Transport
31 March 2021 by Florian Beier and others
Optimization and Control
Stabilizing Invertible Neural Networks Using Mixture Models
1 February 2021 by Paul Hagemann and Sebastian Neumayer
Machine Learning, Optimization and Control
Convolutional Proximal Neural Networks and Plug-and-Play Algorithms
4 November 2020 by Johannes Hertrich and others
Optimization and Control, Machine Learning
From Optimal Transport to Discrepancy
24 August 2020 by Sebastian Neumayer and Gabriele Steidl
Optimization and Control
Parseval Proximal Neural Networks
17 April 2020 by Marzieh Hasannasab and others
Numerical Analysis
Curve Based Approximation of Measures on Manifolds by Discrepancy Minimization
11 November 2019 by Martin Ehler and others
Optimization and Control
Convergence of the Time Discrete Metamorphosis Model on Hadamard Manifolds
18 October 2019 by Alexander Effland and others
Optimization and Control
Frame Soft Shrinkage as Proximity Operator
16 October 2019 by Marzieh Hassanasab and others
Optimization and Control
On the Rotational Invariant L_1-Norm PCA
24 May 2019 by Sebastian Neumayer and others
Numerical Analysis
Template-Based Image Reconstruction from Sparse Tomographic Data
1 April 2019 by Lukas Lang and others
Optimization and Control, Numerical Analysis
Minimal Lipschitz and \infty-Harmonic Extensions of Vector-Valued Functions on Finite Graphs
12 March 2019 by Miroslav Bačák and others
Numerical Analysis
On the Robust PCA and Weiszfeld's Algorithm
12 February 2019 by Sebastian Neumayer and others
Numerical Analysis
Regularization of Inverse Problems via Time Discrete Geodesics in Image Spaces
3 November 2018 by Sebastian Neumayer and others
Numerical Analysis
Morphing of Manifold-Valued Images inspired by Discrete Geodesics in Image Spaces
5 April 2018 by Sebastian Neumayer and others
Numerical Analysis, Differential Geometry
Load more