| Recent Advances on Sub-Nyquist Sampling-Based Wideband Spectrum Sensing | May 7, 2021 | compressed sensing | —Unverified | 0 |
| AdaBoost and robust one-bit compressed sensing | May 5, 2021 | Binary Classificationcompressed sensing | CodeCode Available | 0 |
| Nonparametric Trace Regression in High Dimensions via Sign Series Representation | May 4, 2021 | compressed sensingMatrix Completion | —Unverified | 0 |
| Time Series Forecasting via Learning Convolutionally Low-Rank Models | Apr 23, 2021 | compressed sensingTime Series | CodeCode Available | 0 |
| Spatial Correlation Aware Compressed Sensing for User Activity Detection and Channel Estimation in Massive MTC | Apr 17, 2021 | Action DetectionActivity Detection | —Unverified | 0 |
| Fast quantum state reconstruction via accelerated non-convex programming | Apr 14, 2021 | compressed sensing | CodeCode Available | 0 |
| Joint Matrix Completion and Compressed Sensing for State Estimation in Low-observable Distribution System | Apr 13, 2021 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Jittering Effects Analysis and Beam Training Design for UAV Millimeter Wave Communications | Apr 13, 2021 | compressed sensing | —Unverified | 0 |
| Speckles-Training-Based Denoising Convolutional Neural Network Ghost Imaging | Apr 7, 2021 | compressed sensingDenoising | —Unverified | 0 |
| Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond | Mar 26, 2021 | compressed sensingDictionary Learning | —Unverified | 0 |
| Asymptotics of Proximity Operator for Squared Loss and Performance Prediction of Nonconvex Sparse Signal Recovery | Mar 18, 2021 | compressed sensing | —Unverified | 0 |
| Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning | Mar 18, 2021 | compressed sensingDisparity Estimation | CodeCode Available | 0 |
| Accelerating Quantitative Susceptibility Mapping using Compressed Sensing and Deep Neural Network | Mar 17, 2021 | compressed sensingSSIM | CodeCode Available | 0 |
| ReconResNet: Regularised Residual Learning for MR Image Reconstruction of Undersampled Cartesian and Radial Data | Mar 16, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Extreme Compressed Sensing of Poisson Rates from Multiple Measurements | Mar 15, 2021 | compressed sensing | CodeCode Available | 0 |
| Iterative Reweighted Algorithms for Joint User Identification and Channel Estimation in Spatially Correlated Massive MTC | Mar 15, 2021 | Action DetectionActivity Detection | —Unverified | 0 |
| Exact Sparse Orthogonal Dictionary Learning | Mar 14, 2021 | compressed sensingDenoising | —Unverified | 0 |
| Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial Networks | Mar 13, 2021 | compressed sensingDeep Learning | CodeCode Available | 0 |
| Deep Manifold Learning for Dynamic MR Imaging | Mar 9, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Semantic Communications in Networked Systems: A Data Significance Perspective | Mar 9, 2021 | compressed sensingDecision Making | —Unverified | 0 |
| OUTCOMES: Rapid Under-sampling Optimization achieves up to 50% improvements in reconstruction accuracy for multi-contrast MRI sequences | Mar 8, 2021 | compressed sensingGPU | —Unverified | 0 |
| Memory-efficient Learning for High-Dimensional MRI Reconstruction | Mar 6, 2021 | compressed sensingGPU | —Unverified | 0 |
| Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction | Mar 5, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization | Mar 2, 2021 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Deep Unfolded Recovery of Sub-Nyquist Sampled Ultrasound Image | Mar 1, 2021 | compressed sensing | —Unverified | 0 |
