| IFR-Net: Iterative Feature Refinement Network for Compressed Sensing MRI | Sep 24, 2019 | compressed sensingCompressive Sensing | CodeCode Available | 0 |
| Gridless Angular Domain Channel Estimation for mmWave Massive MIMO System With One-Bit Quantization Via Approximate Message Passing | Sep 23, 2019 | compressed sensingQuantization | —Unverified | 0 |
| A Guaranteed Convergence Analysis for the Projected Fast Iterative Soft-Thresholding Algorithm in Parallel MRI | Sep 17, 2019 | compressed sensingOpen-Ended Question Answering | —Unverified | 0 |
| Robust One-Bit Recovery via ReLU Generative Networks: Improved Statistical Rate and Global Landscape Analysis | Sep 14, 2019 | compressed sensing | —Unverified | 0 |
| Compressed Sensing and Overparametrized Networks: Overfitting Peaks in a Model of Misparametrized Sparse Regression in the Interpolation Limit | Sep 14, 2019 | compressed sensingregression | —Unverified | 0 |
| Auto-encoders for compressed sensing | Sep 14, 2019 | compressed sensing | —Unverified | 0 |
| Precise asymptotics for phase retrieval and compressed sensing with random generative priors | Sep 14, 2019 | compressed sensingRetrieval | —Unverified | 0 |
| Learning to Recover Sparse Signals | Sep 14, 2019 | compressed sensingreinforcement-learning | —Unverified | 0 |
| Recovery of Future Data via Convolution Nuclear Norm Minimization | Sep 6, 2019 | compressed sensingTime Series | CodeCode Available | 0 |
| MRI Reconstruction Using Deep Bayesian Estimation | Sep 3, 2019 | compressed sensingDeep Learning | CodeCode Available | 1 |
| DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures | Aug 27, 2019 | compressed sensingEfficient Neural Network | CodeCode Available | 0 |
| Greedy Algorithms for Hybrid Compressed Sensing | Aug 18, 2019 | compressed sensing | CodeCode Available | 0 |
| Learning Sub-Sampling and Signal Recovery with Applications in Ultrasound Imaging | Aug 15, 2019 | compressed sensingDiagnostic | —Unverified | 0 |
| Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis | Aug 14, 2019 | compressed sensing | —Unverified | 0 |
| Efficient Structurally-Strengthened Generative Adversarial Network for MRI Reconstruction | Aug 11, 2019 | compressed sensingDecoder | —Unverified | 0 |
| Model Learning: Primal Dual Networks for Fast MR imaging | Aug 7, 2019 | compressed sensingImage Reconstruction | —Unverified | 0 |
| 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 |
| Deep-learning-based Optimization of the Under-sampling Pattern in MRI | Jul 26, 2019 | Anatomycompressed sensing | CodeCode Available | 0 |
| Quantum Compressed Sensing with Unsupervised Tensor-Network Machine Learning | Jul 24, 2019 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Surfing: Iterative optimization over incrementally trained deep networks | Jul 19, 2019 | compressed sensing | CodeCode Available | 0 |
| VS-Net: Variable splitting network for accelerated parallel MRI reconstruction | Jul 19, 2019 | compressed sensingDeep Learning | CodeCode Available | 0 |
| Stability selection enables robust learning of partial differential equations from limited noisy data | Jul 17, 2019 | compressed sensingModel Selection | CodeCode Available | 0 |
| Approximate Message Passing for Indoor THz Channel Estimation | Jul 11, 2019 | compressed sensing | —Unverified | 0 |
| Message passing-based link configuration in short range millimeter wave systems | Jul 11, 2019 | compressed sensing | —Unverified | 0 |
| A Coded Compressed Sensing Scheme for Uncoordinated Multiple Access | Jun 25, 2019 | compressed sensing | —Unverified | 0 |
