| Cascade Decoders-Based Autoencoders for Image Reconstruction | Jun 29, 2021 | compressed sensingData Compression | —Unverified | 0 |
| Learning to Sample: Data-Driven Sampling and Reconstruction of FRI Signals | Jun 28, 2021 | compressed sensing | —Unverified | 0 |
| Over-the-Air Federated Multi-Task Learning | Jun 27, 2021 | compressed sensingFederated Learning | —Unverified | 0 |
| Reduced Training Overhead for WLAN MU-MIMO Channel Feedback with Compressed Sensing | Jun 26, 2021 | compressed sensing | —Unverified | 0 |
| ATP-Net: An Attention-based Ternary Projection Network For Compressed Sensing | Jun 24, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Generative Model Adversarial Training for Deep Compressed Sensing | Jun 20, 2021 | compressed sensingmodel | —Unverified | 0 |
| Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee | Jun 19, 2021 | Action DetectionActivity Detection | —Unverified | 0 |
| Over-and-Under Complete Convolutional RNN for MRI Reconstruction | Jun 16, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Support Recovery of Sparse Signals from a Mixture of Linear Measurements | Jun 10, 2021 | compressed sensing | —Unverified | 0 |
| Compressed Sensing for Photoacoustic Computed Tomography Using an Untrained Neural Network | May 29, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Learning Generative Prior with Latent Space Sparsity Constraints | May 25, 2021 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model | May 21, 2021 | compressed sensingRetrieval | —Unverified | 0 |
| Covariance-Free Sparse Bayesian Learning | May 21, 2021 | compressed sensingMRI Reconstruction | —Unverified | 0 |
| Joint Optimization of Hadamard Sensing and Reconstruction in Compressed Sensing Fluorescence Microscopy | May 17, 2021 | compressed sensingregression | CodeCode Available | 0 |
| 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 |
| Jittering Effects Analysis and Beam Training Design for UAV Millimeter Wave Communications | Apr 13, 2021 | compressed sensing | —Unverified | 0 |
| Joint Matrix Completion and Compressed Sensing for State Estimation in Low-observable Distribution System | Apr 13, 2021 | compressed sensingCompressive 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 |
| Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning | Mar 18, 2021 | compressed sensingDisparity Estimation | CodeCode Available | 0 |