| A fast nonconvex Compressed Sensing algorithm for highly low-sampled MR images reconstruction | Nov 29, 2017 | compressed sensing | —Unverified | 0 |
| Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery | Nov 27, 2017 | compressed sensingDenoising | —Unverified | 0 |
| Separation-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach | Nov 4, 2017 | compressed sensingSuper-Resolution | —Unverified | 0 |
| An Approach to One-Bit Compressed Sensing Based on Probably Approximately Correct Learning Theory | Oct 22, 2017 | 2kcompressed sensing | —Unverified | 0 |
| Adaptive multi-penalty regularization based on a generalized Lasso path | Oct 11, 2017 | compressed sensingModel Selection | CodeCode Available | 0 |
| A Review of Convolutional Neural Networks for Inverse Problems in Imaging | Oct 11, 2017 | compressed sensingDenoising | CodeCode Available | 0 |
| Compressed Sensing, ASBSR-method of image sampling and reconstruction and the problem of digital image acquisition with the lowest possible sampling rate | Oct 10, 2017 | compressed sensingDemosaicking | —Unverified | 0 |
| DiffuserCam: Lensless Single-exposure 3D Imaging | Oct 5, 2017 | compressed sensing | —Unverified | 0 |
| Accelerating CS in Parallel Imaging Reconstructions Using an Efficient and Effective Circulant Preconditioner | Oct 4, 2017 | compressed sensing | —Unverified | 0 |
| General Phase Regularized Reconstruction using Phase Cycling | Sep 15, 2017 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss | Sep 3, 2017 | compressed sensingGenerative Adversarial Network | CodeCode Available | 0 |
| Deep Learning Sparse Ternary Projections for Compressed Sensing of Images | Aug 28, 2017 | compressed sensingDeep Learning | CodeCode Available | 0 |
| Bayesian Compressive Sensing Using Normal Product Priors | Aug 24, 2017 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models | Aug 10, 2017 | compressed sensingVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Cell Detection in Microscopy Images with Deep Convolutional Neural Network and Compressed Sensing | Aug 10, 2017 | Cell Detectioncompressed sensing | CodeCode Available | 0 |
| Robust Structured Estimation with Single-Index Models | Aug 1, 2017 | compressed sensing | —Unverified | 0 |
| Empirical Bayes Estimators for High-Dimensional Sparse Vectors | Jul 28, 2017 | compressed sensingVocal Bursts Intensity Prediction | —Unverified | 0 |
| Signal and Noise Statistics Oblivious Sparse Reconstruction using OMP/OLS | Jul 27, 2017 | compressed sensing | —Unverified | 0 |
| Deep Networks for Compressed Image Sensing | Jul 22, 2017 | compressed sensingImage Compression | —Unverified | 0 |
| Motion Compensated Dynamic MRI Reconstruction with Local Affine Optical Flow Estimation | Jul 22, 2017 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| (k,q)-Compressed Sensing for dMRI with Joint Spatial-Angular Sparsity Prior | Jul 21, 2017 | compressed sensing | —Unverified | 0 |
| Ideological Sublations: Resolution of Dialectic in Population-based Optimization | Jul 21, 2017 | compressed sensingEvolutionary Algorithms | —Unverified | 0 |
| Generalized notions of sparsity and restricted isometry property. Part I: A unified framework | Jun 28, 2017 | compressed sensingDimensionality Reduction | —Unverified | 0 |
| Cover Tree Compressed Sensing for Fast MR Fingerprint Recovery | Jun 23, 2017 | compressed sensingMagnetic Resonance Fingerprinting | —Unverified | 0 |
| A strong converse bound for multiple hypothesis testing, with applications to high-dimensional estimation | Jun 14, 2017 | Active Learningcompressed sensing | —Unverified | 0 |
