Pinned Repositories
Conditional_MMD_Flows
Posterior Sampling Based on Gradient Flows of the MMD with Negative Distance Kernel
DataAdaptiveRR
Stability of Data-Dependent Ridge-Regularization for Inverse Problems
FabianAltekrueger.github.io
NeuralWassersteinGradientFlows
Implementation of the paper "Neural Wasserstein Gradient Flows for Discrepancies with Riesz Kernels"
patchNR
Implementation for the paper "PatchNR: Learning from Very Few Images by Patch Normalizing Flow Regularization".
WPPNets
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution.
sliced_MMD_flows
Code for the paper "Generative Sliced MMD Flows with Riesz Kernels".
LearningRegularizationParameterMaps
P1-Temp-Reg
PatchbasedRegularizer
"Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction" (Official Implementation)
FabianAltekrueger's Repositories
FabianAltekrueger/patchNR
Implementation for the paper "PatchNR: Learning from Very Few Images by Patch Normalizing Flow Regularization".
FabianAltekrueger/WPPNets
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution.
FabianAltekrueger/NeuralWassersteinGradientFlows
Implementation of the paper "Neural Wasserstein Gradient Flows for Discrepancies with Riesz Kernels"
FabianAltekrueger/Conditional_MMD_Flows
Posterior Sampling Based on Gradient Flows of the MMD with Negative Distance Kernel
FabianAltekrueger/DataAdaptiveRR
Stability of Data-Dependent Ridge-Regularization for Inverse Problems
FabianAltekrueger/FabianAltekrueger.github.io