Computational Imaging Group (CIG)

St. Louis, MO, USA

Pinned Repositories

bcred
The implementation of the Block Coordinate Regularization by Denoising (BC-RED) algorithm (NeurIPS 2019)
Language:Python11 5 07
Cooridnate-based-Internal-Learning
The codebase for 'CoIL: Coordinate-based Internal Learning for Tomographic Imaging'
Language:Python23 3 08
CURE
Official Implementation of CURE, ECCV 2022
Language:Python13 3 52
DeCAF
Language:Python46 6 35
DeCoLearn
Language:Python11 2 03
DOLCE
DOLCE, ICCV2023. Pytorch Implementation.
Language:C++41 2 108
ELDER
Language:Python9 2 11
PIRATE-code
Official code for the paper "A Plug-and-Play Image Registration Network"
Language:Python9 1 00
PnP-MSSN
A Multiple Self-Similarity Network Based Plug-and-Play Prior for MRI Reconstruction
Language:Python14 4 12
RARE
Demo code for RARE
Language:Python21 4 04

Computational Imaging Group (CIG)'s Repositories

wustl-cig/DeCAF
Language:Python46 6 35
wustl-cig/DOLCE
DOLCE, ICCV2023. Pytorch Implementation.
Language:C++41 2 108
wustl-cig/RARE
Demo code for RARE
Language:Python21 4 04
wustl-cig/ELDER
Language:Python9 2 11
wustl-cig/PIRATE-code
Official code for the paper "A Plug-and-Play Image Registration Network"
Language:Python9 1 00
wustl-cig/DRP
Language:Python8 1 21
wustl-cig/MMPnPADMM
Mismatched PnP-ADMM, ICML 2024. PyTorch Implementation
Language:Python6 2 01
wustl-cig/ODER
Pytorch code for the NeurIPS 2022 paper "Online Deep Equilibrium Learning for Regularization by Denoising"
Language:Python4 4 10
wustl-cig/SPICER
Language:Python4 1 12
wustl-cig/randomwalk_diffusion
Language:Python3
wustl-cig/SelfDEQ
Language:Python3 1 0
wustl-cig/bcpnpwww
Project page for block coordinate plug-and-play method for blind inverse problems
Language:JavaScript1 1 01
wustl-cig/sharpwww
Project page for Stochastic Deep Restoration Priors for Imaging Inverse Problems (ShaRP)
Language:JavaScript1 1 00
wustl-cig/spicewww
The project page for Self-Supervised Learning for MRI with Automatic Coil Sensitivity Estimation (SPICE)
Language:JavaScript1 1 00
wustl-cig/camsap2023
Convergence of Nonconvex PnP-ADMM with MMSE Denoisers
Language:JavaScript0 1 00
wustl-cig/correctwww
The project page for 'CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping'
Language:JavaScript0 2 00
wustl-cig/curewww
Project page for CURE
Language:JavaScript0 2 01
wustl-cig/decafwww
Project page for "Recovery of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements using Neural Fields"
Language:JavaScript0 3 01
wustl-cig/decolearnwww
Project page for "Deformation-Compensated Learning for Image Reconstruction without Ground Truth"
Language:JavaScript0 2 01
wustl-cig/mismatchwww
Project page for “Deep Model-Based Architectures for Inverse Problems under Mismatched Priors”
Language:JavaScript0 2 00
wustl-cig/spmpnp
Project page for "Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging"
Language:JavaScript0 2 00
wustl-cig/adobiwww
Project page for ADOBI: Adaptive Diffusion Bridge For Blind Inverse Problems with Application to MRI Reconstruction
Language:JavaScript
wustl-cig/BCPnP
Language:Python1 0
wustl-cig/dolcewww
Language:JavaScript1 0
wustl-cig/drpwww
Project page for Deep Restoration Priors (DRP)
Language:JavaScript1
wustl-cig/elderwww
Project page for Explicit Learned Deep Equilibrium Regularizer
Language:JavaScript1 0
wustl-cig/MMPnPADMMwww
Project page for PnP-ADMM with Mismatched MMSE priors
Language:JavaScript1 0
wustl-cig/pirate
Plug-and-Play Image Registration Network (PIRATE)
Language:JavaScript
wustl-cig/pnpulawww
Project page for "Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models"
Language:JavaScript1 0
wustl-cig/randomwalk
Project page for Random Walks with Tweedie: A Unified Framework for Diffusion Models
Language:JavaScript