| Back-Projection based Fidelity Term for Ill-Posed Linear Inverse Problems | Jun 16, 2019 | compressed sensingDeblurring | CodeCode Available | 0 | 5 |
| Improving Network Slimming with Nonconvex Regularization | Oct 3, 2020 | compressed sensingimage-classification | CodeCode Available | 0 | 5 |
| A Lightweight Recurrent Learning Network for Sustainable Compressed Sensing | Apr 23, 2023 | compressed sensing | CodeCode Available | 0 | 5 |
| Convolutional Dictionary Learning by End-To-End Training of Iterative Neural Networks | Jun 9, 2022 | compressed sensingDictionary Learning | CodeCode Available | 0 | 5 |
| Optimization-Based Deep learning methods for Magnetic Resonance Imaging Reconstruction and Synthesis | Mar 2, 2023 | compressed sensingImage Reconstruction | CodeCode Available | 0 | 5 |
| Compressed Sensing: From Research to Clinical Practice with Data-Driven Learning | Mar 19, 2019 | compressed sensingDiagnostic | CodeCode Available | 0 | 5 |
| Accelerating Quantitative Susceptibility Mapping using Compressed Sensing and Deep Neural Network | Mar 17, 2021 | compressed sensingSSIM | CodeCode Available | 0 | 5 |
| Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image versus Data Domain | Nov 26, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 0 | 5 |
| AutoSamp: Autoencoding k-space Sampling via Variational Information Maximization for 3D MRI | Jun 5, 2023 | Anatomycompressed sensing | CodeCode Available | 0 | 5 |
| PLAIN: Scalable Estimation Architecture for Integrated Sensing and Communication | Mar 27, 2025 | compressed sensingIntegrated sensing and communication | CodeCode Available | 0 | 5 |
| Convergent Complex Quasi-Newton Proximal Methods for Gradient-Driven Denoisers in Compressed Sensing MRI Reconstruction | May 7, 2025 | compressed sensingDenoising | CodeCode Available | 0 | 5 |
| Copula Variational Bayes inference via information geometry | Mar 29, 2018 | Clusteringcompressed sensing | CodeCode Available | 0 | 5 |
| Algorithms for the Construction of Incoherent Frames Under Various Design Constraints | Jun 20, 2018 | compressed sensing | CodeCode Available | 0 | 5 |
| A Unitary Transform Based Generalized Approximate Message Passing | Oct 17, 2022 | compressed sensing | CodeCode Available | 0 | 5 |
| An Interpretable MRI Reconstruction Network with Two-grid-cycle Correction and Geometric Prior Distillation | May 14, 2022 | compressed sensingDeep Learning | CodeCode Available | 0 | 5 |
| Cross-organ all-in-one parallel compressed sensing magnetic resonance imaging | May 7, 2025 | Allcompressed sensing | CodeCode Available | 0 | 5 |
| A Review of Convolutional Neural Networks for Inverse Problems in Imaging | Oct 11, 2017 | compressed sensingDenoising | CodeCode Available | 0 | 5 |
| Compressed Sensing of Scanning Transmission Electron Microscopy (STEM) on Non-Rectangular Scans | May 13, 2018 | compressed sensing | CodeCode Available | 0 | 5 |
| Regularized Training of Intermediate Layers for Generative Models for Inverse Problems | Mar 8, 2022 | compressed sensingSuper-Resolution | CodeCode Available | 0 | 5 |
| Overparameterized ReLU Neural Networks Learn the Simplest Models: Neural Isometry and Exact Recovery | Sep 30, 2022 | compressed sensing | CodeCode Available | 0 | 5 |
| A Compressed Sensing Based Least Squares Approach to Semi-supervised Local Cluster Extraction | Feb 7, 2022 | Clusteringcompressed sensing | CodeCode Available | 0 | 5 |
| Compressive Independent Component Analysis: Theory and Algorithms | Oct 15, 2021 | compressed sensing | CodeCode Available | 0 | 5 |
| 3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI | Aug 11, 2020 | compressed sensingDiagnostic | CodeCode Available | 0 | 5 |
| Scalable Convolutional Neural Network for Image Compressed Sensing | Jun 1, 2019 | compressed sensingDecoder | CodeCode Available | 0 | 5 |
| Deep-learning-based Optimization of the Under-sampling Pattern in MRI | Jul 26, 2019 | Anatomycompressed sensing | CodeCode Available | 0 | 5 |
