Alternatives and similar repositories for Provable_Plug_and_Play:

Users that are interested in Provable_Plug_and_Play are comparing it to the libraries listed below

• 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
• davevanveen / compsensing_dip
  Compressed sensing with deep image prior algorithm
  ☆63Updated 7 months ago
• drorsimon / CSCNet
  Code for the paper "Rethinking the CSC Model for Natural Images"
  ☆31Updated last year
• Vandermode / TFPnP
  Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems (ICML 2020 Award Paper & JMLR 2022)
  ☆89Updated 3 months ago
• VLOGroup / tdv
  Total Deep Variation Regularizer
  ☆50Updated 4 years ago
• jianzhangcs / ISTA-Net
  ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (Tensorflow Code)
  ☆133Updated 4 years ago
• sunyumark / 2019-TCI-OnlinePnP
  The code for "An online plug-and-play algorithm for regularized image reconstruction", IEEE TCI, 2019.
  ☆9Updated 5 years ago
• GaryMataev / DeepRED
  DeepRED: Deep Image Prior Powered by RED
  ☆64Updated 5 years ago
• sedaboni / ADMM-DIPTV
  Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)
  ☆36Updated 2 years ago
• reinhardh / supplement_deep_decoder
  ☆97Updated 6 years ago
• meyerscetbon / Deep-K-SVD
  ☆71Updated last year
• dgilton / deep_equilibrium_inverse
  Code related to the paper "Deep Equilibrium Architectures for Inverse Problems in Imaging"
  ☆37Updated 3 years ago
• svvenkatakrishnan / plug-and-play-priors
  An algorithmic framework to experiment with different image priors via denoising algorithms for inverse problems.
  ☆27Updated 8 years ago
• tum-vision / learn_prox_ops
  Implementation of "Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems"
  ☆45Updated 4 years ago
• Heyi007 / FIMA
  On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems (TPAMI 2019)
  ☆19Updated 3 years ago
• Phoenix-V / tensor-admm-net-sci
  Dataset with processing code
  ☆44Updated 5 years ago
• wustl-cig / bcred
  The implementation of the Block Coordinate Regularization by Denoising (BC-RED) algorithm (NeurIPS 2019)
  ☆11Updated 5 years ago
• VITA-Group / LISTA-CPSS
  [NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*…
  ☆61Updated 3 years ago
• yangyan92 / ADMM-CSNet
  Matlab code for ADMM-CSNet
  ☆81Updated 5 years ago
• legendongary / BM3D-Net
  Codes for bm3d-net
  ☆37Updated 5 years ago
• liuyang12 / PnP-SCI
  Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)
  ☆63Updated 4 years ago
• yangyan92 / Deep-ADMM-Net
  ☆205Updated 7 years ago
• hkaggarwal / J-MoDL
  Joint model-based deep learning for parallel imaging.
  ☆19Updated 4 years ago
• noamyairTC / MSWNNM
  Multi-Scale Weighted Nuclear Norm Image Restoration
  ☆24Updated 6 years ago
• zhaodongsun / pnp_dip
  [ICASSP 2021] code for Plug-and-play Deep Image Prior
  ☆17Updated 4 years ago
• JinYize / self2self_pytorch
  ☆30Updated 3 years ago
• gongenhao / GANCS
  Compressed Sensing MRI based on Deep Generative Adversarial Network
  ☆89Updated 7 years ago
• jmaces / robust-nets
  Official implementation of the paper "Solving Inverse Problems With Deep Neural Networks - Robustness Included?" by M. Genzel, J. Macdona…
  ☆28Updated 2 years ago
• lixing0810 / Pytorch_ADMM-CSNet
  Codes for model in "ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing" (TPAMI 2019)
  ☆29Updated 3 years ago
• ricedsp / prDeep
  This package contains the code to run prDeep; a noise robust phase retrieval algorithm based on deep neural networks.
  ☆44Updated 6 years ago