| Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems | Feb 22, 2020 | compressed sensingDeep Reinforcement Learning | CodeCode Available | 1 |
| Unsupervised Deep Basis Pursuit: Learning inverse problems without ground-truth data | Feb 14, 2020 | compressed sensing | CodeCode Available | 1 |
| Compressive MRI quantification using convex spatiotemporal priors and deep auto-encoders | Jan 23, 2020 | compressed sensingPhysical Simulations | CodeCode Available | 1 |
| The gap between theory and practice in function approximation with deep neural networks | Jan 16, 2020 | compressed sensingComputational Efficiency | CodeCode Available | 1 |
| System Energy-Efficient Hybrid Beamforming for mmWave Multi-user Systems | Jan 15, 2020 | compressed sensingForm | CodeCode Available | 1 |
| MRI Reconstruction Using Deep Bayesian Estimation | Sep 3, 2019 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Restoration of Non-rigidly Distorted Underwater Images using a Combination of Compressive Sensing and Local Polynomial Image Representations | Aug 6, 2019 | compressed sensingCompressive Sensing | CodeCode Available | 1 |
| Video from Stills: Lensless Imaging with Rolling Shutter | May 30, 2019 | compressed sensing | CodeCode Available | 1 |
| MRI Reconstruction via Cascaded Channel-wise Attention Network | Oct 18, 2018 | compressed sensingMRI Reconstruction | CodeCode Available | 1 |
| k-Space Deep Learning for Accelerated MRI | May 10, 2018 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Compressed Sensing using Generative Models | Mar 9, 2017 | compressed sensing | CodeCode Available | 1 |
| Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems | Nov 19, 2015 | compressed sensingDenoising | CodeCode Available | 1 |
| From Denoising to Compressed Sensing | Jun 16, 2014 | compressed sensingDenoising | CodeCode Available | 1 |
| Cross-Channel Unlabeled Sensing over a Union of Signal Subspaces | Jun 11, 2025 | compressed sensing | —Unverified | 0 |
| Near-Field Directional Modulation for RIS-Aided Movable Antenna MIMO Systems with Hardware Impairments | Jun 1, 2025 | compressed sensing | —Unverified | 0 |
| Graph Neural Network Aided Detection for the Multi-User Multi-Dimensional Index Modulated Uplink | May 27, 2025 | compressed sensingGraph Neural Network | —Unverified | 0 |
| Beyond Discreteness: Finite-Sample Analysis of Straight-Through Estimator for Quantization | May 23, 2025 | compressed sensingQuantization | —Unverified | 0 |
| Simplicity is Key: An Unsupervised Pretraining Approach for Sparse Radio Channels | May 19, 2025 | compressed sensingRepresentation Learning | —Unverified | 0 |
| Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information | May 11, 2025 | compressed sensing | —Unverified | 0 |
| Convergent Complex Quasi-Newton Proximal Methods for Gradient-Driven Denoisers in Compressed Sensing MRI Reconstruction | May 7, 2025 | compressed sensingDenoising | CodeCode Available | 0 |
| Cross-organ all-in-one parallel compressed sensing magnetic resonance imaging | May 7, 2025 | Allcompressed sensing | CodeCode Available | 0 |
| Optimal Vector Compressed Sensing Using James Stein Shrinkage | May 1, 2025 | compressed sensing | —Unverified | 0 |
| Parametrized Stacked Intelligent Metasurfaces for Bistatic Integrated Sensing and Communications | Apr 29, 2025 | compressed sensingISAC | —Unverified | 0 |
| Diffusion Probabilistic Models for Compressive SAR Imaging | Apr 23, 2025 | compressed sensingDenoising | —Unverified | 0 |
| Modular XL-Array-Enabled 3-D Localization based on Hybrid Spherical-Planar Wave Model in Terahertz Systems | Apr 18, 2025 | compressed sensingPosition | —Unverified | 0 |
