Implementation of "Learning Multiscale Convolutional Dictionaries for Image Reconstruction", IEEE Transaction On Computational Imaging, 2022.
☆32Apr 17, 2023Updated 2 years ago
Alternatives and similar repositories for musc
Users that are interested in musc are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Python library that integrates the Curvelet transform into differentiable programming pipelines, such as PyTorch and JAX.☆12Jun 22, 2023Updated 2 years ago
- A deep compressed sensing model based on unfolding algorithm☆18Dec 5, 2025Updated 3 months ago
- An implementation of approximate convolutional sparse coding (CSC) based on paper: https://arxiv.org/abs/1711.00328☆44Dec 24, 2025Updated 3 months ago
- Code for the paper "Rethinking the CSC Model for Natural Images"☆31Oct 3, 2023Updated 2 years ago
- ☆71May 26, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆20Dec 5, 2025Updated 3 months ago
- The released code of IRTNN algorithm, mainly proposed in the paper "Generalized Nonconvex Approach for Low-Tubal-Rank Tensor Recovery" pu…☆11May 6, 2023Updated 2 years ago
- Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing☆22Feb 28, 2025Updated last year
- Code for the paper: Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration (ECCV 2020)☆59Oct 2, 2020Updated 5 years ago
- official repository of "Revisiting Convolutional Sparse Coding for Image Denoising: From a Multi-scale Perspective"☆15Feb 18, 2023Updated 3 years ago
- CRsAE (constrained recurrent sparse autoencoder)☆15Oct 29, 2025Updated 4 months ago
- We introduce a way to extend sparse dictionary learning to deep architectures.☆17Jan 13, 2022Updated 4 years ago
- ☆19Nov 1, 2022Updated 3 years ago
- Matlab code for IJPRAI paper “Efficient convolutional dictionary learning using preconditioned ADMM”☆11Dec 12, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Official implementation of Deep Convolutional Dictionary Learning for Image Denoising.☆148May 7, 2025Updated 10 months ago
- This is the official TensorFlow implementation of AMPA-Net：Optimization-Inspired Attention Neural Network for Deep Compressed Sensing☆16Mar 5, 2024Updated 2 years ago
- Deep Inversion Validation Library☆82Feb 9, 2025Updated last year
- Pytorch code for paper "Image Compressed Sensing Using Non-local Neural Network" TMM 2021.☆17Mar 28, 2024Updated last year
- ☆12Nov 19, 2023Updated 2 years ago
- Code for our work: "Learned Low-rank Priors in Dynamic MR Imaging"☆42Apr 7, 2022Updated 3 years ago
- Implementation of dAUTOMAP (ISMRM2019) in Pytorch☆42May 15, 2019Updated 6 years ago
- [WACV 2019 Oral] Deep Micro-Dictionary Learning and Coding Network☆42Jan 7, 2021Updated 5 years ago
- the implementation of TMNN. The paper is Dynamic Cardiac MRI Reconstruction Using Combined Tensor Nuclear Norm and Casorati Matrix Nuclea…☆11May 31, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An implementation of the Holistic Pursuit for the Multi-Layer Sparse Coding model. Contains a comparison to the projection pursuit algori…☆19Dec 19, 2018Updated 7 years ago
- Joint model-based deep learning for parallel imaging.☆22Aug 4, 2020Updated 5 years ago
- Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction☆15Dec 15, 2023Updated 2 years ago
- [MICCAI2024] This repo holds the official code for work "Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-…☆33Dec 31, 2024Updated last year
- Repository to run the Tensor Convolutional Dictionary Learning with FISTA (TC-FISTA) algorithm☆12Jun 22, 2022Updated 3 years ago
- MTC-CSNet: Marrying Transformer and Convolution for Image Compressed Sensing.☆11Jan 12, 2024Updated 2 years ago
- The implementation of the Block Coordinate Regularization by Denoising (BC-RED) algorithm (NeurIPS 2019)☆10Oct 15, 2019Updated 6 years ago
- CPP-Net: Embracing Multi-Scale Feature Fusion into Deep Unfolding CP-PPA Network for Compressive Sensing☆32Dec 3, 2025Updated 3 months ago
- ☆22Mar 17, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- cvpr 2022☆15Sep 1, 2023Updated 2 years ago
- ☆15Mar 19, 2024Updated 2 years ago
- mri reconstruction toolbox☆14Sep 25, 2018Updated 7 years ago
- This the code repository for paper "Deep Low-rank plus Sparse Network for Dynamic MR Imaging".☆55Jul 12, 2022Updated 3 years ago
- The released code of t-CTV algorithms, mainly proposed in the paper "Guaranteed Tensor Recovery Fused Low-rankness and Smoothness"， publ…☆33Jun 28, 2025Updated 8 months ago
- Group Sparse Representation for Kronecker Compressive Sensing, Image Process. Image Under. (IPIU) 2016☆11Apr 6, 2016Updated 9 years ago
- supervised deep sparse coding networks☆31Jun 10, 2017Updated 8 years ago