| Truncated Linear Regression in High Dimensions | Jul 29, 2020 | compressed sensingregression | —Unverified | 0 |
| Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data | Jul 29, 2020 | compressed sensingRolling Shutter Correction | CodeCode Available | 1 |
| Online neural connectivity estimation with ensemble stimulation | Jul 27, 2020 | Bayesian Inferencecompressed sensing | CodeCode Available | 0 |
| Compressed sensing of low-rank plus sparse matrices | Jul 18, 2020 | compressed sensingMatrix Completion | CodeCode Available | 1 |
| Free-running SIMilarity-Based Angiography (SIMBA) for simplified anatomical MR imaging of the heart | Jul 13, 2020 | Allcompressed sensing | —Unverified | 0 |
| One-Bit Compressed Sensing via One-Shot Hard Thresholding | Jul 7, 2020 | compressed sensing | —Unverified | 0 |
| High-speed Millimeter-wave 5G/6G Image Transmission via Artificial Intelligence | Jul 7, 2020 | compressed sensingDictionary Learning | —Unverified | 0 |
| Accelerated MRI with Un-trained Neural Networks | Jul 6, 2020 | compressed sensingDecoder | CodeCode Available | 1 |
| Improved RIP-Based Bounds for Guaranteed Performance of two Compressed Sensing Algorithms | Jul 3, 2020 | 4kcompressed sensing | —Unverified | 0 |
| Compressed Sensing via Measurement-Conditional Generative Models | Jul 2, 2020 | compressed sensing | —Unverified | 0 |
| Multi-coil Magnetic Resonance Imaging with Compressed Sensing Using Physically Motivated Regularization | Jul 1, 2020 | compressed sensing | —Unverified | 0 |
| Recovery of Sparse Signals from a Mixture of Linear Samples | Jun 29, 2020 | compressed sensingExperimental Design | —Unverified | 0 |
| A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding | Jun 26, 2020 | compressed sensingDenoising | CodeCode Available | 1 |
| Interference Cancellation Based Channel Estimation for Massive MIMO Systems with Time Shifted Pilots | Jun 25, 2020 | compressed sensingPlaying the Game of 2048 | —Unverified | 0 |
| Sparse Convex Optimization via Adaptively Regularized Hard Thresholding | Jun 25, 2020 | compressed sensing | —Unverified | 0 |
| High Dimensional Channel Estimation Using Deep Generative Networks | Jun 24, 2020 | compressed sensingVocal Bursts Intensity Prediction | —Unverified | 0 |
| A Novel Approach for Correcting Multiple Discrete Rigid In-Plane Motions Artefacts in MRI Scans | Jun 24, 2020 | compressed sensing | —Unverified | 0 |
| Model-Aware Regularization For Learning Approaches To Inverse Problems | Jun 18, 2020 | compressed sensingDeep Learning | —Unverified | 0 |
| Compressed-Domain Detection and Estimation for Colocated MIMO Radar | Jun 17, 2020 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Robust Compressed Sensing using Generative Models | Jun 16, 2020 | compressed sensing | CodeCode Available | 0 |
| Globally Injective ReLU Networks | Jun 15, 2020 | compressed sensing | —Unverified | 0 |
| Noisy One-bit Compressed Sensing with Side-Information | Jun 9, 2020 | compressed sensingQuantization | —Unverified | 0 |
| Constant-Expansion Suffices for Compressed Sensing with Generative Priors | Jun 7, 2020 | compressed sensingRetrieval | —Unverified | 0 |
| Isotropic multichannel total variation framework for joint reconstruction of multicontrast parallel MRI | Jun 7, 2020 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging | Jun 3, 2020 | compressed sensingComputed Tomography (CT) | —Unverified | 0 |
| The Average-Case Time Complexity of Certifying the Restricted Isometry Property | May 22, 2020 | compressed sensing | —Unverified | 0 |
| Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images | May 20, 2020 | compressed sensingComputed Tomography (CT) | —Unverified | 0 |
| Low-Complexity Vector Quantized Compressed Sensing via Deep Neural Networks | May 17, 2020 | compressed sensingDecoder | —Unverified | 0 |
| A Compressed Sensing Approach to Pooled RT-PCR Testing for COVID-19 Detection | May 16, 2020 | compressed sensing | CodeCode Available | 0 |
| Projection & Probability-Driven Black-Box Attack | May 8, 2020 | compressed sensing | CodeCode Available | 1 |
| Compressed-Sensing based Beam Detection in 5G NR Initial Access | May 2, 2020 | compressed sensing | —Unverified | 0 |
| Deep probabilistic subsampling for task-adaptive compressed sensing | May 1, 2020 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Learning Sampling and Model-Based Signal Recovery for Compressed Sensing MRI | Apr 22, 2020 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Deep variational network for rapid 4D flow MRI reconstruction | Apr 20, 2020 | compressed sensingMRI Reconstruction | —Unverified | 0 |
| Fully Self-Gated Whole-Heart 4D Flow Imaging from a Five-Minute Scan | Apr 19, 2020 | compressed sensing | —Unverified | 0 |
| High-dimensional Fast Convolutional Framework (HICU) for Calibrationless MRI | Apr 19, 2020 | compressed sensingMRI Reconstruction | CodeCode Available | 0 |
| An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction | Apr 15, 2020 | compressed sensingMRI Reconstruction | —Unverified | 0 |
| Fast Variable Density Poisson-Disc Sample Generation with Directional Variation | Apr 14, 2020 | compressed sensing | —Unverified | 0 |
| End-to-End Variational Networks for Accelerated MRI Reconstruction | Apr 14, 2020 | Anatomycompressed sensing | CodeCode Available | 1 |
| Low-Cost and High-Throughput Testing of COVID-19 Viruses and Antibodies via Compressed Sensing: System Concepts and Computational Experiments | Apr 13, 2020 | compressed sensing | —Unverified | 0 |
| Analysis of The Ratio of _1 and _2 Norms in Compressed Sensing | Apr 13, 2020 | compressed sensing | —Unverified | 0 |
| Encoder blind combinatorial compressed sensing | Apr 10, 2020 | Community Detectioncompressed sensing | —Unverified | 0 |
| Adaptive Partial Scanning Transmission Electron Microscopy with Reinforcement Learning | Apr 6, 2020 | compressed sensingreinforcement-learning | CodeCode Available | 0 |
| A Machine Learning Based Framework for the Smart Healthcare Monitoring | Apr 4, 2020 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| MRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning | Apr 3, 2020 | compressed sensingDeep Reinforcement Learning | CodeCode Available | 1 |
| Intelligent Reflecting Surface Assisted Beam Index-Modulation for Millimeter Wave Communication | Mar 26, 2020 | compressed sensing | —Unverified | 0 |
| Solving Inverse Problems with a Flow-based Noise Model | Mar 18, 2020 | compressed sensingDenoising | —Unverified | 0 |
| Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction | Mar 17, 2020 | compressed sensingDecoder | —Unverified | 0 |
| Memory-efficient Learning for Large-scale Computational Imaging | Mar 11, 2020 | compressed sensingExperimental Design | —Unverified | 0 |
| Explaining Groups of Points in Low-Dimensional Representations | Mar 3, 2020 | compressed sensingcounterfactual | CodeCode Available | 0 |