| Unrolled denoising networks provably learn optimal Bayesian inference | Sep 19, 2024 | Bayesian Inferencecompressed sensing | —Unverified | 0 |
| Adaptive Selection of Sampling-Reconstruction in Fourier Compressed Sensing | Sep 18, 2024 | compressed sensingSuper-Resolution | —Unverified | 0 |
| Low Complexity DoA-ToA Signature Estimation for Multi-Antenna Multi-Carrier Systems | Sep 13, 2024 | compressed sensingSuper-Resolution | —Unverified | 0 |
| A Hierarchical View of Structured Sparsity in Kronecker Compressive Sensing | Sep 13, 2024 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Compressed Sensing based Detection Schemes for Differential Spatial Modulation in Visible Light Communication Systems | Sep 10, 2024 | compressed sensing | —Unverified | 0 |
| DMRA: An Adaptive Line Spectrum Estimation Method through Dynamical Multi-Resolution of Atoms | Sep 1, 2024 | compressed sensingComputational Efficiency | —Unverified | 0 |
| Characterization of point-source transient events with a rolling-shutter compressed sensing system | Aug 29, 2024 | compressed sensing | —Unverified | 0 |
| A Unified Plug-and-Play Algorithm with Projected Landweber Operator for Split Convex Feasibility Problems | Aug 22, 2024 | compressed sensingDeblurring | —Unverified | 0 |
| Parseval Convolution Operators and Neural Networks | Aug 19, 2024 | compressed sensing | —Unverified | 0 |
| Research on Personalized Compression Algorithm for Pre-trained Models Based on Homomorphic Entropy Increase | Aug 16, 2024 | compressed sensingLanguage Modeling | —Unverified | 0 |
| RIP sensing matrices construction for sparsifying dictionaries with application to MRI imaging | Jul 30, 2024 | compressed sensing | —Unverified | 0 |
| Subspace Constrained Variational Bayesian Inference for Structured Compressive Sensing with a Dynamic Grid | Jul 24, 2024 | Bayesian Inferencecompressed sensing | —Unverified | 0 |
| GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention | Jul 19, 2024 | compressed sensingDenoising | CodeCode Available | 1 |
| Empowering 5G PRS-Based ISAC with Compressed Sensing | Jul 18, 2024 | compressed sensingIntegrated sensing and communication | —Unverified | 0 |
| Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling | Jul 11, 2024 | compressed sensingComputed Tomography (CT) | CodeCode Available | 1 |
| Variational Learning ISTA | Jul 9, 2024 | compressed sensingDictionary Learning | —Unverified | 0 |
| Joint Channel and Data Estimation for Multiuser Extremely Large-Scale MIMO Systems | Jun 27, 2024 | Bayesian Inferencecompressed sensing | —Unverified | 0 |
| Self-Supervised Adversarial Diffusion Models for Fast MRI Reconstruction | Jun 21, 2024 | compressed sensingMRI Reconstruction | —Unverified | 0 |
| Marrying Compressed Sensing and Deep Signal Separation | Jun 21, 2024 | compressed sensing | —Unverified | 0 |
| Sparsifying dimensionality reduction of PDE solution data with Bregman learning | Jun 18, 2024 | compressed sensingDecoder | —Unverified | 0 |
| ROTI-GCV: Generalized Cross-Validation for right-ROTationally Invariant Data | Jun 17, 2024 | compressed sensing | —Unverified | 0 |
| Compressive Beam Alignment for Indoor Millimeter-Wave Systems | Jun 12, 2024 | compressed sensingQuantization | —Unverified | 0 |
| CMAR-Net: Accurate Cross-Modal 3D SAR Reconstruction of Vehicle Targets with Sparse-Aspect Multi-Baseline Data | Jun 6, 2024 | 3D Reconstruction3D Scene Reconstruction | —Unverified | 0 |
| Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching | May 29, 2024 | compressed sensingDeblurring | CodeCode Available | 2 |
| Gradient Compressed Sensing: A Query-Efficient Gradient Estimator for High-Dimensional Zeroth-Order Optimization | May 27, 2024 | compressed sensing | CodeCode Available | 0 |
