FabianAltekrueger / WPPNets
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution.
☆12Updated last year
Alternatives and similar repositories for WPPNets:
Users that are interested in WPPNets are comparing it to the libraries listed below
- Implementation for the paper "PatchNR: Learning from Very Few Images by Patch Normalizing Flow Regularization".☆21Updated last year
- Conditional Invertible Neural Networks for Medical Imaging☆19Updated 2 years ago
- Implementation of radon transform for pytorch☆10Updated 4 years ago
- Unofficial Pytorch implementation of the Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration (InDI…☆16Updated last year
- Utilities and methods to use the PnP algorithm and MACE framework on image reconstruction problems. Includes demos for superresolution a…☆18Updated last year
- Official implementation of the paper "Normalization-Equivariant Neural Networks with Application to Image Denoising"☆12Updated 3 months ago
- Official implementation of the paper "Solving Inverse Problems With Deep Neural Networks - Robustness Included?" by M. Genzel, J. Macdona…☆28Updated 2 years ago
- Framework to train CNN and use it in Relaxed Projected Gradient Descent (RPGD) to reconstruct images☆12Updated 5 years ago
- ☆18Updated last year
- ☆22Updated 11 months ago
- Equivariant Imaging (EI), ICCV'2021 Oral☆67Updated 2 years ago
- A Python library that integrates the Curvelet transform into differentiable programming pipelines, such as PyTorch and JAX.☆10Updated last year
- Source code for the paper "Gradient Step Denoiser for convergent Plug-and-Play"☆33Updated last year
- ☆20Updated 4 years ago
- ☆16Updated last year
- Total Deep Variation Regularizer☆50Updated 4 years ago
- Self-Supervised Image Denoising☆14Updated 2 years ago
- Code related to the paper "Deep Equilibrium Architectures for Inverse Problems in Imaging"☆37Updated 3 years ago
- cvpr 2022☆15Updated last year
- ☆58Updated 2 years ago
- Equivariant plug-and-play algorithms☆17Updated last year
- Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)☆36Updated 2 years ago
- ☆88Updated 3 years ago
- Noise2Void - Learning Denoising from Single Noisy Images☆128Updated 3 years ago
- Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing☆20Updated last month
- Code to reproduce results from "Invertible generative models for inverse problems: mitigating representation error and dataset bias"☆21Updated 4 years ago
- ☆13Updated 4 months ago
- Official implementation of ReSample (https://arxiv.org/abs/2307.08123)☆62Updated 4 months ago
- Deep Decomposition Network (DDN) for Inverse Imaging Problems, ECCV'2020☆30Updated 3 years ago
- ☆13Updated 11 months ago