| Self-Supervised Adversarial Diffusion Models for Fast MRI Reconstruction | Jun 21, 2024 | compressed sensingMRI Reconstruction | —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 |
| Gradient Compressed Sensing: A Query-Efficient Gradient Estimator for High-Dimensional Zeroth-Order Optimization | May 27, 2024 | compressed sensing | CodeCode Available | 0 |
| Robust width: A lightweight and certifiable adversarial defense | May 24, 2024 | Adversarial Defensecompressed sensing | CodeCode Available | 0 |
| Blaze3DM: Marry Triplane Representation with Diffusion for 3D Medical Inverse Problem Solving | May 24, 2024 | compressed sensingComputational Efficiency | —Unverified | 0 |
| Sparse L^1-Autoencoders for Scientific Data Compression | May 23, 2024 | compressed sensingData Compression | —Unverified | 0 |
| Generalized Compressed Sensing for Image Reconstruction with Diffusion Probabilistic Models | May 22, 2024 | compressed sensingDenoising | CodeCode Available | 0 |
| A Low-rank Projected Proximal Gradient Method for Spectral Compressed Sensing | May 13, 2024 | compressed sensingComputational Efficiency | —Unverified | 0 |
| Array SAR 3D Sparse Imaging Based on Regularization by Denoising Under Few Observed Data | May 9, 2024 | compressed sensingDenoising | —Unverified | 0 |
| Channel Estimation for Holographic MIMO: Wavenumber-Domain Sparsity Inspired Approaches | May 9, 2024 | compressed sensing | —Unverified | 0 |
| Verified Neural Compressed Sensing | May 7, 2024 | compressed sensing | —Unverified | 0 |
| Provable Preconditioned Plug-and-Play Approach for Compressed Sensing MRI Reconstruction | May 6, 2024 | compressed sensingDenoising | —Unverified | 0 |
| Deep Learning-based Accelerated MR Cholangiopancreatography without Fully-sampled Data | May 6, 2024 | compressed sensingDeep Learning | CodeCode Available | 0 |
| Activity Detection for Massive Random Access using Covariance-based Matching Pursuit | May 4, 2024 | Action DetectionActivity Detection | —Unverified | 0 |
| Near-Field Channel Estimation in Dual-Band XL-MIMO with Side Information-Assisted Compressed Sensing | Mar 19, 2024 | compressed sensing | —Unverified | 0 |
| Near-Field Communications with Block-Dominant Compressed Sensing: Fundamentals, Approaches, and Future Directions | Mar 19, 2024 | compressed sensing | —Unverified | 0 |
| A Data-driven Approach for Rapid Detection of Aeroelastic Modes from Flutter Flight Test Based on Limited Sensor Measurements | Mar 18, 2024 | compressed sensing | —Unverified | 0 |
| Projected Gradient Descent for Spectral Compressed Sensing via Symmetric Hankel Factorization | Mar 14, 2024 | compressed sensingMatrix Completion | CodeCode Available | 0 |
| A divide-and-conquer approach for sparse recovery of high dimensional signals | Mar 7, 2024 | compressed sensing | —Unverified | 0 |
| A Hybrid CDG-CSF Based Approach for Enhancing Lifetime of Wireless Sensor Network | Mar 5, 2024 | compressed sensing | CodeCode Available | 0 |
| Spatio-temporal reconstruction of substance dynamics using compressed sensing in multi-spectral magnetic resonance spectroscopic imaging | Mar 1, 2024 | compressed sensing | —Unverified | 0 |
| Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling | Feb 29, 2024 | compressed sensingImage Compressed Sensing | —Unverified | 0 |