FabianAltekrueger / WPPNetsLinks
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution.
☆11Updated last year
Alternatives and similar repositories for WPPNets
Users that are interested in WPPNets are comparing it to the libraries listed below
Sorting:
- Implementation of radon transform for pytorch☆11Updated 4 years ago
- Official implementation of the paper "Solving Inverse Problems With Deep Neural Networks - Robustness Included?" by M. Genzel, J. Macdona…☆30Updated 3 years ago
- Conditional Invertible Neural Networks for Medical Imaging☆20Updated 3 years ago
- Framework to train CNN and use it in Relaxed Projected Gradient Descent (RPGD) to reconstruct images☆12Updated 5 years ago
- DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning☆486Updated last week
- A Python library that integrates the Curvelet transform into differentiable programming pipelines, such as PyTorch and JAX.☆10Updated 2 years ago
- Utilities and methods to use the PnP algorithm and MACE framework on image reconstruction problems. Includes demos for superresolution a…☆19Updated last year
- ☆26Updated last year
- ☆16Updated last year
- ☆64Updated 2 years ago
- Equivariant Imaging (EI), ICCV'2021 Oral☆71Updated 3 years ago
- Code related to the paper "Deep Equilibrium Architectures for Inverse Problems in Imaging"☆37Updated 4 years ago
- ☆11Updated 2 years ago
- Self-Supervised Image Denoising☆15Updated 2 years ago
- Code for 'CNN-Based Projected Gradient Descent for Consistent Image'.☆12Updated 5 years ago
- Noise2Void - Learning Denoising from Single Noisy Images☆137Updated 3 years ago
- Implementation for the paper "PatchNR: Learning from Very Few Images by Patch Normalizing Flow Regularization".☆20Updated last year
- ☆19Updated last year
- ☆22Updated 4 years ago
- Unrolling of Deep Graph Total Variation for Image Denoising☆18Updated 4 years ago
- Robust Equivariant Imaging (REI), CVPR'2022 Oral☆94Updated 3 years ago
- Published in IEEE Trans. Comput. Imag.☆8Updated 9 months ago
- Code I used during a PyTorch tutorial I gave within the scope of Stefan Harmeling's machine learning lecture☆11Updated 2 years ago
- ☆95Updated 3 years ago
- Total Deep Variation Regularizer☆51Updated 4 years ago
- Interpolation of seismic data through Deep Priors☆36Updated last year
- ☆12Updated 4 years ago
- ☆24Updated 2 years ago
- Official repo for "Learning the geometry of wave-based imaging"☆12Updated 4 years ago
- Equivariant plug-and-play algorithms☆18Updated last year