| A Low-rank Projected Proximal Gradient Method for Spectral Compressed Sensing | May 13, 2024 | compressed sensingComputational Efficiency | —Unverified | 0 |
| Deep learning-based beam alignment in mmWave vehicular networks | Nov 12, 2019 | compressed sensingDeep Learning | —Unverified | 0 |
| Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling | Feb 29, 2024 | compressed sensingImage Compressed Sensing | —Unverified | 0 |
| Deep Networks for Compressed Image Sensing | Jul 22, 2017 | compressed sensingImage Compression | —Unverified | 0 |
| Binary Iterative Hard Thresholding Converges with Optimal Number of Measurements for 1-Bit Compressed Sensing | Jul 7, 2022 | compressed sensingLearning Theory | —Unverified | 0 |
| Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? | Apr 30, 2015 | compressed sensingDictionary Learning | —Unverified | 0 |
| Bayesian Compressive Sensing Using Normal Product Priors | Aug 24, 2017 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Adaptive Hierarchical Sensing for the Efficient Sampling of Sparse and Compressible Signals | Jul 14, 2018 | compressed sensing | —Unverified | 0 |
| Accelerated First-Order Optimization under Nonlinear Constraints | Feb 1, 2023 | compressed sensing | —Unverified | 0 |
| Efficient Compressed Ratio Estimation Using Online Sequential Learning for Edge Computing | Nov 8, 2022 | compressed sensingData Compression | —Unverified | 0 |
| Deep Residual Learning for Accelerated MRI using Magnitude and Phase Networks | Apr 2, 2018 | 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 |
| Deep Sylvester Posterior Inference for Adaptive Compressed Sensing in Ultrasound Imaging | Jan 7, 2025 | compressed sensing | —Unverified | 0 |
| Deep Unfolded Recovery of Sub-Nyquist Sampled Ultrasound Image | Mar 1, 2021 | compressed sensing | —Unverified | 0 |
| Deep Unfolding Network for Image Compressed Sensing by Content-adaptive Gradient Updating and Deformation-invariant Non-local Modeling | Oct 16, 2023 | compressed sensingImage Compressed Sensing | —Unverified | 0 |
| Deep Unrolling for Magnetic Resonance Fingerprinting | Jan 23, 2022 | compressed sensingMagnetic Resonance Fingerprinting | —Unverified | 0 |
| Efficient Low Dose X-ray CT Reconstruction through Sparsity-Based MAP Modeling | Feb 8, 2014 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Deformation corrected compressed sensing (DC-CS): a novel framework for accelerated dynamic MRI | May 29, 2014 | compressed sensingDenoising | —Unverified | 0 |
| Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator (DIAMOND) for Medical Image Recovery | Feb 8, 2021 | compressed sensingImage Restoration | —Unverified | 0 |
| DELTA-MRI: Direct deformation Estimation from LongiTudinally Acquired k-space data | Jan 23, 2023 | Change Detectioncompressed sensing | —Unverified | 0 |
| Demodulation of Sparse PPM Signals with Low Samples Using Trained RIP Matrix | Sep 1, 2013 | compressed sensingGeneral Classification | —Unverified | 0 |
| Denoising guarantees for optimized sampling schemes in compressed sensing | Apr 1, 2025 | compressed sensingDenoising | —Unverified | 0 |
| Deep Image prior with StruCtUred Sparsity (DISCUS) for dynamic MRI reconstruction | Dec 1, 2023 | compressed sensingMRI Reconstruction | —Unverified | 0 |
| Adaptive-CS-Net: FastMRI with Adaptive Intelligence | Dec 13, 2019 | compressed sensing | —Unverified | 0 |
| Distributional Hardness Against Preconditioned Lasso via Erasure-Robust Designs | Mar 5, 2022 | compressed sensingregression | —Unverified | 0 |