| Improving Robustness of Deep-Learning-Based Image Reconstruction | Feb 26, 2020 | compressed sensingDeep Learning | —Unverified | 0 |
| Multi-Carrier Agile Phased Array Radar | Feb 23, 2020 | compressed sensing | —Unverified | 0 |
| Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction | Feb 22, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems | Feb 22, 2020 | compressed sensingDeep Reinforcement Learning | CodeCode Available | 1 |
| Unsupervised Deep Basis Pursuit: Learning inverse problems without ground-truth data | Feb 14, 2020 | compressed sensing | CodeCode Available | 1 |
| Utilizing the Wavelet Transform's Structure in Compressed Sensing | Feb 11, 2020 | compressed sensingDenoising | —Unverified | 0 |
| Free-breathing Cardiovascular MRI Using a Plug-and-Play Method with Learned Denoiser | Feb 8, 2020 | compressed sensingDenoising | —Unverified | 0 |
| Overfitting Can Be Harmless for Basis Pursuit, But Only to a Degree | Feb 2, 2020 | compressed sensingregression | CodeCode Available | 0 |
| Centralized and distributed online learning for sparse time-varying optimization | Jan 31, 2020 | compressed sensing | CodeCode Available | 0 |
| Sub-Gaussian Matrices on Sets: Optimal Tail Dependence and Applications | Jan 28, 2020 | compressed sensing | —Unverified | 0 |
| Crowd Scene Analysis by Output Encoding | Jan 27, 2020 | compressed sensingregression | —Unverified | 0 |
| Compressive MRI quantification using convex spatiotemporal priors and deep auto-encoders | Jan 23, 2020 | compressed sensingPhysical Simulations | CodeCode Available | 1 |
| The gap between theory and practice in function approximation with deep neural networks | Jan 16, 2020 | compressed sensingComputational Efficiency | CodeCode Available | 1 |
| System Energy-Efficient Hybrid Beamforming for mmWave Multi-user Systems | Jan 15, 2020 | compressed sensingForm | CodeCode Available | 1 |
| Gaussian Approximation of Quantization Error for Estimation from Compressed Data | Jan 9, 2020 | compressed sensingQuantization | —Unverified | 0 |
| Fast and robust multiplane single molecule localization microscopy using deep neural network | Jan 7, 2020 | compressed sensing | —Unverified | 0 |
| On the Power of Compressed Sensing with Generative Models | Jan 1, 2020 | compressed sensing | —Unverified | 0 |
| On the Power of Compressed Sensing with Generative Models | Jan 1, 2020 | compressed sensing | —Unverified | 0 |
| Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data with RACE | Jan 1, 2020 | compressed sensingDensity Estimation | —Unverified | 0 |
| Self-Supervised Learning of Physics-Guided Reconstruction Neural Networks without Fully-Sampled Reference Data | Dec 16, 2019 | compressed sensingMRI Reconstruction | CodeCode Available | 0 |
| Compressed Sensing for Reconstructing Coherent Multidimensional Spectra | Dec 14, 2019 | compressed sensing | —Unverified | 0 |
| Adaptive-CS-Net: FastMRI with Adaptive Intelligence | Dec 13, 2019 | compressed sensing | —Unverified | 0 |
| Impulse Denoising From Hyper-Spectral Images: A Blind Compressed Sensing Approach | Dec 11, 2019 | compressed sensingDenoising | —Unverified | 0 |
| Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals | Dec 11, 2019 | Classificationcompressed sensing | —Unverified | 0 |
| RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction | Dec 11, 2019 | compressed sensingDe-aliasing | —Unverified | 0 |