Alternatives and similar repositories for Neural-PGD

Users that are interested in Neural-PGD are comparing it to the libraries listed below

• MLI-lab / Robustness-CS
  Measuring the robustness of compressive sensing methods (including deep-learning-based ones) for image reconstruction.
  ☆31Updated 3 years ago
• benMen87 / ApproximateConvolutionalSparseCoding
  An implementation of approximate convolutional sparse coding (CSC) based on paper: https://arxiv.org/abs/1711.00328
  ☆43Updated 3 years ago
• vegarant / cilib
  Code for the book "Compressive imaging: Structure, Sampling, Learning".
  ☆14Updated 3 years ago
• vegarant / Invfool
  Code related to the paper "On instabilities of deep learning in image reconstruction - Does AI come at a cost?"
  ☆35Updated last month
• jmaces / robust-nets
  Official implementation of the paper "Solving Inverse Problems With Deep Neural Networks - Robustness Included?" by M. Genzel, J. Macdona…
  ☆29Updated 3 years ago
• reinhardh / supplement_deep_decoder
  ☆97Updated 6 years ago
• MLI-lab / overparameterized_convolutional_generators
  ☆15Updated 5 years ago
• davevanveen / compsensing_dip
  Compressed sensing with deep image prior algorithm
  ☆63Updated 11 months ago
• tomMoral / adopty
  ☆19Updated 5 years ago
• uclaopt / Provable_Plug_and_Play
  [ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers
  ☆67Updated 5 years ago
• alanqrwang / HQSNet
  Code for "Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data"
  ☆13Updated 4 years ago
• utcsilab / deepinpy
  Deep inverse problems in Python
  ☆59Updated 2 years ago
• liutianlin0121 / musc
  Implementation of "Learning Multiscale Convolutional Dictionaries for Image Reconstruction", IEEE Transaction On Computational Imaging, 2…
  ☆30Updated 2 years ago
• wustl-cig / PnP-MSSN
  A Multiple Self-Similarity Network Based Plug-and-Play Prior for MRI Reconstruction
  ☆14Updated 5 years ago
• mehrhardt / spdhg
  Stochastic PDHG with Arbitrary Sampling and Imaging Applications
  ☆22Updated 5 years ago
• dgilton / deep_equilibrium_inverse
  Code related to the paper "Deep Equilibrium Architectures for Inverse Problems in Imaging"
  ☆37Updated 4 years ago
• MRSRL / dl-cs
  Compressed Sensing: From Research to Clinical Practice with Data-Driven Learning
  ☆43Updated 6 years ago
• mseitzer / csmri-refinement
  Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"
  ☆30Updated 6 years ago
• drorsimon / CSCNet
  Code for the paper "Rethinking the CSC Model for Natural Images"
  ☆31Updated last year
• edward-reehorst / On_RED
  This repository is made to publish code used in "Regularization by Denoising: Clarifications and New Interpretations" by Reehorst, Schnit…
  ☆19Updated 6 years ago
• sunyumark / 2019-TCI-OnlinePnP
  The code for "An online plug-and-play algorithm for regularized image reconstruction", IEEE TCI, 2019.
  ☆10Updated 5 years ago
• utcsilab / dictionary_learning_ismrm_2020
  Repository for ISMRM 2020 educational session: Step-by-step reconstruction using learned dictionaries
  ☆19Updated 4 years ago
• hkaggarwal / J-MoDL
  Joint model-based deep learning for parallel imaging.
  ☆20Updated 4 years ago
• MLI-lab / cs_deep_decoder
  ☆17Updated 4 years ago
• tum-vision / learn_prox_ops
  Implementation of "Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems"
  ☆47Updated 5 years ago
• jaejun-yoo / TDDIP
  Time-Dependent Deep Image Prior for Dynamic MRI
  ☆26Updated 3 years ago
• meyerscetbon / Deep-K-SVD
  ☆73Updated last year
• ZezhouCheng / GP-DIP
  Code for A Bayesian Perspective on the Deep Image Prior (CVPR 2019)
  ☆60Updated 5 years ago
• image-science-lab / OneNet
  ☆33Updated 6 years ago
• mmuckley / dldegibbs
  Code for reproducing models in the paper "Training a Neural Network for Gibbs and Noise Removal in Diffusion MRI"
  ☆16Updated 4 years ago