leon-bungert
Professor for math for ML at the University of Würzburg / Germany
University of WürzburgWürzburg
Pinned Repositories
LipschitzLearningRates
Code for testing convergence rates of Lipschitz learning on graphs
blind_remote_sensing
Eigenvectors-of-Proximal-Operators-and-Neural-Networks
Nonlinear Power Method for Computing Eigenvectors of Proximal Operators and Neural Networks
Infinity-Laplacian-Eigenfunctions
This code can be used to compute eigenfunctions of the infinity Laplace operator on general domains.
robust_guided_reconstruction
Robust Image Reconstruction with Misaligned Structural Information
robust_guided_reconstruction
This code allows to reproduce the results of the paper "Robust Image Reconstruction with Misaligned Structural Information" which aims to reconstruct an image from an indirect measurement whilst registering it with a structural side information from a different modality.
BregmanLearning
Optimizing neural networks via an inverse scale space flow.
CLIP
PyTorch Implementation of the CLIP Algorithm
PercolationConvergenceRates
polarcbo
Polarized consensus-based particle dynamics
leon-bungert's Repositories
leon-bungert/Eigenvectors-of-Proximal-Operators-and-Neural-Networks
Nonlinear Power Method for Computing Eigenvectors of Proximal Operators and Neural Networks
leon-bungert/Infinity-Laplacian-Eigenfunctions
This code can be used to compute eigenfunctions of the infinity Laplace operator on general domains.
leon-bungert/robust_guided_reconstruction
Robust Image Reconstruction with Misaligned Structural Information
leon-bungert/blind_remote_sensing