Repositories list

• sharpwww

  Public
  Project page for Stochastic Deep Restoration Priors for Imaging Inverse Problems (ShaRP)

  JavaScript

  •0•1•0•0•Updated Oct 9, 2024Oct 9, 2024

• SelfDEQ

  Public
  Python

  •0•3•0•0•Updated Jul 9, 2024Jul 9, 2024

• BCPnP

  Public
  Python

  •0•0•0•0•Updated Jul 8, 2024Jul 8, 2024

• DOLCE

  Public
  DOLCE, ICCV2023. Pytorch Implementation.

  C++

  •

  MIT License

  •7•39•1•0•Updated Jul 5, 2024Jul 5, 2024

• MMPnPADMM

  Public
  Mismatched PnP-ADMM, ICML 2024. PyTorch Implementation

  Python

  •1•6•0•0•Updated May 25, 2024May 25, 2024

• drpwww

  Public
  Project page for Deep Restoration Priors (DRP)

  JavaScript

  •1•0•0•0•Updated May 5, 2024May 5, 2024

• pirate

  Public
  Plug-and-Play Image Registration Network (PIRATE)

  JavaScript

  •0•0•0•0•Updated May 5, 2024May 5, 2024

• MMPnPADMMwww

  Public
  Project page for PnP-ADMM with Mismatched MMSE priors

  JavaScript

  •0•0•0•0•Updated May 5, 2024May 5, 2024

• pnpulawww

  Public
  Project page for "Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models"

  JavaScript

  •0•0•0•0•Updated Apr 12, 2024Apr 12, 2024

• spicewww

  Public
  The project page for Self-Supervised Learning for MRI with Automatic Coil Sensitivity Estimation (SPICE)

  JavaScript

  •0•1•0•0•Updated Apr 8, 2024Apr 8, 2024

• SPICER

  Public
  Python

  •2•2•0•0•Updated Apr 8, 2024Apr 8, 2024

• DRP

  Public
  Python

  •1•8•0•0•Updated Apr 2, 2024Apr 2, 2024

• ODER

  Public
  Pytorch code for the NeurIPS 2022 paper "Online Deep Equilibrium Learning for Regularization by Denoising"

  Python

  •0•3•0•0•Updated Mar 22, 2024Mar 22, 2024

• PIRATE-code

  Public
  Official code for the paper "A Plug-and-Play Image Registration Network"

  Python

  •

  MIT License

  •0•8•0•0•Updated Mar 19, 2024Mar 19, 2024

• camsap2023

  Public
  Convergence of Nonconvex PnP-ADMM with MMSE Denoisers

  JavaScript

  •0•0•0•0•Updated Dec 1, 2023Dec 1, 2023

• dolcewww

  Public
  JavaScript

  •0•0•0•0•Updated Oct 4, 2023Oct 4, 2023

• bcpnpwww

  Public
  Project page for block coordinate plug-and-play method for blind inverse problems

  JavaScript

  •1•1•0•0•Updated Oct 2, 2023Oct 2, 2023

• elderwww

  Public
  Project page for Explicit Learned Deep Equilibrium Regularizer

  JavaScript

  •0•0•0•0•Updated Jul 18, 2023Jul 18, 2023

• ELDER

  Public
  Python

  •1•9•0•0•Updated Mar 14, 2023Mar 14, 2023

• spmpnp

  Public
  Project page for "Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging"

  JavaScript

  •0•0•0•0•Updated Jan 4, 2023Jan 4, 2023

• mismatchwww

  Public
  Project page for “Deep Model-Based Architectures for Inverse Problems under Mismatched Priors”

  JavaScript

  •0•0•0•0•Updated Nov 8, 2022Nov 8, 2022

• curewww

  Public
  Project page for CURE

  JavaScript

  •1•0•0•0•Updated Nov 2, 2022Nov 2, 2022

• DeCAF

  Public
  Python

  •

  MIT License

  •5•46•0•0•Updated Oct 26, 2022Oct 26, 2022

• correctwww

  Public
  The project page for 'CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping'

  JavaScript

  •0•0•0•0•Updated Oct 19, 2022Oct 19, 2022

• RARE

  Public
  Demo code for RARE

  Python

  •4•21•0•0•Updated Sep 28, 2022Sep 28, 2022

• decafwww

  Public
  Project page for "Recovery of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements using Neural Fields"

  JavaScript

  •

  MIT License

  •1•0•0•0•Updated Sep 23, 2022Sep 23, 2022

• decolearnwww

  Public
  Project page for "Deformation-Compensated Learning for Image Reconstruction without Ground Truth"

  JavaScript

  •1•0•0•0•Updated Sep 9, 2022Sep 9, 2022

• pnp-recovery

  Public
  Pytorch code for the NeurIPS 2021 paper "Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition"

  Python

  •4•8•0•0•Updated Aug 10, 2022Aug 10, 2022

• CURE

  Public
  Official Implementation of CURE, ECCV 2022

  Python

  •

  MIT License

  •2•13•3•0•Updated Jul 23, 2022Jul 23, 2022

• DeCoLearn

  Public
  Python

  •3•11•0•0•Updated Jul 1, 2022Jul 1, 2022