| Joint Spatial-Angular Sparse Coding for dMRI with Separable Dictionaries | Dec 18, 2016 | compressed sensingDiffusion MRI | —Unverified | 0 |
| Semi-Supervised Learning via Sparse Label Propagation | Dec 5, 2016 | compressed sensing | CodeCode Available | 0 |
| Sparse Support Recovery with Non-smooth Loss Functions | Dec 1, 2016 | compressed sensing | —Unverified | 0 |
| Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis | Nov 19, 2016 | compressed sensingComputed Tomography (CT) | —Unverified | 0 |
| Low-rank and Adaptive Sparse Signal (LASSI) Models for Highly Accelerated Dynamic Imaging | Nov 13, 2016 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Sparse Signal Recovery for Binary Compressed Sensing by Majority Voting Neural Networks | Oct 29, 2016 | compressed sensing | —Unverified | 0 |
| Fast Learning with Nonconvex L1-2 Regularization | Oct 29, 2016 | compressed sensingSparse Learning | —Unverified | 0 |
| Compressive Holographic Video | Oct 27, 2016 | 4D reconstructioncompressed sensing | —Unverified | 0 |
| Efficient Estimation of Compressible State-Space Models with Application to Calcium Signal Deconvolution | Oct 20, 2016 | compressed sensingState Estimation | —Unverified | 0 |
| Message-passing algorithms for synchronization problems over compact groups | Oct 14, 2016 | Community Detectioncompressed sensing | —Unverified | 0 |
| Robust Bayesian Compressed sensing | Oct 10, 2016 | compressed sensing | —Unverified | 0 |
| A Primer on Coordinate Descent Algorithms | Sep 30, 2016 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Optimizing Codes for Source Separation in Color Image Demosaicing and Compressive Video Recovery | Sep 7, 2016 | compressed sensingDemosaicking | —Unverified | 0 |
| Self-Averaging Expectation Propagation | Aug 23, 2016 | Bayesian Inferencecompressed sensing | —Unverified | 0 |
| Nonparametric and arbitrage-free construction of call surfaces using l1-recovery | Aug 15, 2016 | compressed sensing | —Unverified | 0 |
| Distributed Coding of Multiview Sparse Sources with Joint Recovery | Jul 18, 2016 | compressed sensingObject Recognition | —Unverified | 0 |
| Double-detector for Sparse Signal Detection from One Bit Compressed Sensing Measurements | Jul 2, 2016 | compressed sensing | —Unverified | 0 |
| Small coherence implies the weak Null Space Property | Jun 29, 2016 | compressed sensing | —Unverified | 0 |
| Fast Methods for Recovering Sparse Parameters in Linear Low Rank Models | Jun 26, 2016 | compressed sensingMatrix Completion | —Unverified | 0 |
| Tight Performance Bounds for Compressed Sensing With Conventional and Group Sparsity | Jun 19, 2016 | compressed sensing | —Unverified | 0 |
| Joint Data Compression and MAC Protocol Design for Smartgrids with Renewable Energy | Jun 15, 2016 | compressed sensingData Compression | —Unverified | 0 |
| High-speed real-time single-pixel microscopy based on Fourier sampling | Jun 15, 2016 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Efficient adaptation of complex-valued noiselet sensing matrices for compressed single-pixel imaging | Jun 14, 2016 | compressed sensing | —Unverified | 0 |
| Inferring Sparsity: Compressed Sensing using Generalized Restricted Boltzmann Machines | Jun 13, 2016 | compressed sensing | —Unverified | 0 |
| Comparison of Several Sparse Recovery Methods for Low Rank Matrices with Random Samples | Jun 12, 2016 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |