| From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization | Mar 7, 2019 | compressed sensingMulti-Armed Bandits | CodeCode Available | 0 |
| GAN-based Projector for Faster Recovery with Convergence Guarantees in Linear Inverse Problems | Feb 26, 2019 | compressed sensingGenerative Adversarial Network | —Unverified | 0 |
| Bayesian Convolutional Neural Networks for Compressed Sensing Restoration | Feb 24, 2019 | Bayesian Inferencecompressed sensing | CodeCode Available | 0 |
| Compressed ghost edge imaging | Feb 22, 2019 | compressed sensingEdge Detection | —Unverified | 0 |
| Perfect reconstruction of sparse signals with piecewise continuous nonconvex penalties and nonconvexity control | Feb 20, 2019 | compressed sensing | —Unverified | 0 |
| Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data | Feb 18, 2019 | compressed sensingDensity Estimation | —Unverified | 0 |
| SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction | Feb 18, 2019 | compressed sensingGenerative Adversarial Network | —Unverified | 0 |
| Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI | Feb 1, 2019 | compressed sensing | CodeCode Available | 0 |
| Semi-supervised Learning in Network-Structured Data via Total Variation Minimization | Jan 28, 2019 | Clusteringcompressed sensing | —Unverified | 0 |
| Removing Stripes, Scratches, and Curtaining with Non-Recoverable Compressed Sensing | Jan 23, 2019 | compressed sensing | —Unverified | 0 |
