| On the Acceleration of Deep Neural Network Inference using Quantized Compressed Sensing | Aug 23, 2021 | compressed sensingQuantization | —Unverified | 0 |
| Deep MRI Reconstruction with Radial Subsampling | Aug 17, 2021 | compressed sensingDiagnostic | CodeCode Available | 1 |
| Optimal MRI Undersampling Patterns for Ultimate Benefit of Medical Vision Tasks | Aug 10, 2021 | compressed sensingSegmentation | CodeCode Available | 0 |
| Robust Compressed Sensing MRI with Deep Generative Priors | Aug 3, 2021 | compressed sensing | CodeCode Available | 1 |
| Bespoke Fractal Sampling Patterns for Discrete Fourier Space via the Kaleidoscope Transform | Aug 2, 2021 | compressed sensing | —Unverified | 0 |
| Utilizing the Structure of the Curvelet Transform with Compressed Sensing | Jul 24, 2021 | compressed sensingDenoising | —Unverified | 0 |
| Support Recovery in Universal One-bit Compressed Sensing | Jul 19, 2021 | compressed sensingQuantization | —Unverified | 0 |
| Region-of-Interest Prioritised Sampling for Constrained Autonomous Exploration Systems | Jul 15, 2021 | compressed sensing | CodeCode Available | 0 |
| Deep Geometric Distillation Network for Compressive Sensing MRI | Jul 11, 2021 | compressed sensingCompressive Sensing | CodeCode Available | 0 |
| RL-NCS: Reinforcement learning based data-driven approach for nonuniform compressed sensing | Jul 2, 2021 | compressed sensingreinforcement-learning | CodeCode Available | 0 |
| 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 |
| Instance-Optimal Compressed Sensing via Posterior Sampling | Jun 21, 2021 | compressed sensingDiversity | CodeCode Available | 1 |
| 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 |