| GA-HQS: MRI reconstruction via a generically accelerated unfolding approach | Apr 6, 2023 | compressed sensingMRI Reconstruction | —Unverified | 0 |
| Retrospective Motion Correction in Gradient Echo MRI by Explicit Motion Estimation Using Deep CNNs | Mar 30, 2023 | compressed sensingMotion Compensation | —Unverified | 0 |
| mHealth hyperspectral learning for instantaneous spatiospectral imaging of hemodynamics | Mar 27, 2023 | compressed sensing | —Unverified | 0 |
| Joint Multi-Echo/Respiratory Motion-Resolved Compressed Sensing Reconstruction of Free-Breathing Non-Cartesian Abdominal MRI | Mar 27, 2023 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models | Mar 15, 2023 | compressed sensingImage Generation | CodeCode Available | 1 |
| Multi PILOT: Learned Feasible Multiple Acquisition Trajectories for Dynamic MRI | Mar 13, 2023 | compressed sensingDiagnostic | CodeCode Available | 0 |
| Channel Estimation for Underwater Visible Light Communication: A Sparse Learning Perspective | Mar 13, 2023 | compressed sensingSparse Learning | —Unverified | 0 |
| Generalization analysis of an unfolding network for analysis-based Compressed Sensing | Mar 9, 2023 | compressed sensingDecoder | —Unverified | 0 |
| Hyperspectral Compressive Wavefront Sensing | Mar 6, 2023 | compressed sensingRolling Shutter Correction | —Unverified | 0 |
| Multi-Target Cooperative Visible Light Positioning: A Compressed Sensing Based Framework | Mar 5, 2023 | compressed sensing | —Unverified | 0 |
| Optimization-Based Deep learning methods for Magnetic Resonance Imaging Reconstruction and Synthesis | Mar 2, 2023 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| A Unified Framework for Soft Threshold Pruning | Feb 25, 2023 | compressed sensingScheduling | CodeCode Available | 1 |
| AliasNet: Alias Artefact Suppression Network for Accelerated Phase-Encode MRI | Feb 17, 2023 | compressed sensingDenoising | —Unverified | 0 |
| Review of Extreme Multilabel Classification | Feb 12, 2023 | Classificationcompressed sensing | —Unverified | 0 |
| RIS-Position and Orientation Estimation in MIMO-OFDM Systems with Practical Scatterers | Feb 9, 2023 | compressed sensingPosition | —Unverified | 0 |
| Analysis of Orthogonal Matching Pursuit for Compressed Sensing in Practical Settings | Feb 8, 2023 | compressed sensing | —Unverified | 0 |
| QCM-SGM+: Improved Quantized Compressed Sensing With Score-Based Generative Models | Feb 2, 2023 | Bayesian Inferencecompressed sensing | CodeCode Available | 1 |
| Accelerated First-Order Optimization under Nonlinear Constraints | Feb 1, 2023 | compressed sensing | —Unverified | 0 |
| Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRI | Jan 27, 2023 | compressed sensing | —Unverified | 0 |
| PolarAir: A Compressed Sensing Scheme for Over-the-Air Federated Learning | Jan 24, 2023 | compressed sensingFederated Learning | —Unverified | 0 |
| DELTA-MRI: Direct deformation Estimation from LongiTudinally Acquired k-space data | Jan 23, 2023 | Change Detectioncompressed sensing | —Unverified | 0 |
| TWR-MCAE: A Data Augmentation Method for Through-the-Wall Radar Human Motion Recognition | Jan 6, 2023 | compressed sensingData Augmentation | —Unverified | 0 |
| Physics-informed self-supervised deep learning reconstruction for accelerated first-pass perfusion cardiac MRI | Jan 5, 2023 | compressed sensing | —Unverified | 0 |
| Curvature regularization for Non-line-of-sight Imaging from Under-sampled Data | Jan 1, 2023 | compressed sensingGPU | CodeCode Available | 0 |
| Quantizing Heavy-tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery | Dec 30, 2022 | compressed sensingMatrix Completion | —Unverified | 0 |
