Implementation of "Learning Multiscale Convolutional Dictionaries for Image Reconstruction", IEEE Transaction On Computational Imaging, 2022.
☆32Apr 17, 2023Updated 3 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 3 years ago
- A deep compressed sensing model based on unfolding algorithm☆18Dec 5, 2025Updated 7 months ago
- An implementation of approximate convolutional sparse coding (CSC) based on paper: https://arxiv.org/abs/1711.00328☆44Dec 24, 2025Updated 6 months ago
- Code for the paper "Rethinking the CSC Model for Natural Images"☆31Oct 3, 2023Updated 2 years ago
- ☆20Dec 5, 2025Updated 7 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The released code of IRTNN algorithm, mainly proposed in the paper "Generalized Nonconvex Approach for Low-Tubal-Rank Tensor Recovery" pu…☆11May 6, 2023Updated 3 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)☆16Jun 10, 2026Updated 3 weeks ago
- We introduce a way to extend sparse dictionary learning to deep architectures.☆17Jan 13, 2022Updated 4 years ago
- [ACM MM 2023] Source code and pre-trained models for "SAUNet: Spatial-Attention Unfolding Network for Image Compressive Sensing".☆22Apr 9, 2024Updated 2 years ago
- ☆18Nov 1, 2022Updated 3 years ago
- Matlab code for IJPRAI paper “Efficient convolutional dictionary learning using preconditioned ADMM”☆11Dec 12, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official implementation of Deep Convolutional Dictionary Learning for Image Denoising.☆148May 7, 2025Updated last year
- This is the official TensorFlow implementation of AMPA-Net:Optimization-Inspired Attention Neural Network for Deep Compressed Sensing☆16Mar 5, 2024Updated 2 years ago
- Pytorch code for paper "Image Compressed Sensing Using Non-local Neural Network" TMM 2021.☆17Mar 28, 2024Updated 2 years ago
- Learned Low Rank Prior: The easiest implementation of the deep unrolling/unfolding network for MRI reconstruction.☆11Nov 15, 2022Updated 3 years ago
- ☆12Nov 19, 2023Updated 2 years ago
- Matlab code of LRTCFPan☆10Apr 19, 2026Updated 2 months ago
- Code for our work: "Learned Low-rank Priors in Dynamic MR Imaging"☆42Apr 7, 2022Updated 4 years ago
- Implementation of dAUTOMAP (ISMRM2019) in Pytorch☆43May 15, 2019Updated 7 years ago
- [WACV 2019 Oral] Deep Micro-Dictionary Learning and Coding Network☆42Jan 7, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- the implementation of TMNN. The paper is Dynamic Cardiac MRI Reconstruction Using Combined Tensor Nuclear Norm and Casorati Matrix Nuclea…☆11May 31, 2022Updated 4 years ago
- 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.☆21Aug 4, 2020Updated 5 years ago
- Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction☆16Dec 15, 2023Updated 2 years ago
- Repository to run the Tensor Convolutional Dictionary Learning with FISTA (TC-FISTA) algorithm☆12Jun 22, 2022Updated 4 years ago
- The implementation of the Block Coordinate Regularization by Denoising (BC-RED) algorithm (NeurIPS 2019)☆10Oct 15, 2019Updated 6 years ago
- Code for our paper "Learning a compressed sensing measurement matrix via gradient unrolling".☆21Apr 11, 2021Updated 5 years ago
- CPP-Net: Embracing Multi-Scale Feature Fusion into Deep Unfolding CP-PPA Network for Compressive Sensing☆33Dec 3, 2025Updated 7 months ago
- ☆22Mar 17, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆15Mar 19, 2024Updated 2 years ago
- cvpr 2022☆15Sep 1, 2023Updated 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
- Winner of PIRM2018 Challenge☆11May 20, 2019Updated 7 years ago
- Simultaneously Sparse and Low-Rank Matrix Reconstruction via Nonconvex and Nonseparable Regularization☆13Jan 10, 2021Updated 5 years ago
- The released code of t-CTV algorithms, mainly proposed in the paper "Guaranteed Tensor Recovery Fused Low-rankness and Smoothness", publ…☆35Jun 28, 2025Updated last year