| Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images | May 20, 2020 | compressed sensingComputed Tomography (CT) | —Unverified | 0 | 0 |
| Data-driven Algorithm Selection and Parameter Tuning: Two Case studies in Optimization and Signal Processing | May 31, 2019 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 | 0 |
| Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing | Nov 4, 2015 | compressed sensingDiversity | —Unverified | 0 | 0 |
| Deep artifact learning for compressed sensing and parallel MRI | Mar 3, 2017 | compressed sensing | —Unverified | 0 | 0 |
| Deep Blind Compressed Sensing | Dec 22, 2016 | compressed sensing | —Unverified | 0 | 0 |
| Deep Compressed Learning for 3D Seismic Inversion | Oct 31, 2023 | 3D Reconstructioncompressed sensing | —Unverified | 0 | 0 |
| Deep Convolutional Compressed Sensing for LiDAR Depth Completion | Mar 23, 2018 | compressed sensingDepth Completion | —Unverified | 0 | 0 |
| DeepFPC: Deep Unfolding of a Fixed-Point Continuation Algorithm for Sparse Signal Recovery from Quantized Measurements | Dec 2, 2019 | compressed sensing | —Unverified | 0 | 0 |
| Deep generative demixing: Recovering Lipschitz signals from noisy subgaussian mixtures | Oct 13, 2020 | compressed sensing | —Unverified | 0 | 0 |
| Deep Image prior with StruCtUred Sparsity (DISCUS) for dynamic MRI reconstruction | Dec 1, 2023 | compressed sensingMRI Reconstruction | —Unverified | 0 | 0 |
| Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator (DIAMOND) for Medical Image Recovery | Feb 8, 2021 | compressed sensingImage Restoration | —Unverified | 0 | 0 |
| Deep learning-based beam alignment in mmWave vehicular networks | Nov 12, 2019 | compressed sensingDeep Learning | —Unverified | 0 | 0 |
| Deep Learning-based Compressive Beam Alignment in mmWave Vehicular Systems | Feb 27, 2021 | compressed sensingDeep Learning | —Unverified | 0 | 0 |
| Deep learning-based reconstruction of highly accelerated 3D MRI | Mar 9, 2022 | compressed sensingDeep Learning | —Unverified | 0 | 0 |
| Deep Learning based Spectral CT Imaging | Aug 28, 2020 | compressed sensingComputed Tomography (CT) | —Unverified | 0 | 0 |
| Deep Learning for 1-Bit Compressed Sensing-based Superimposed CSI Feedback | Mar 13, 2022 | compressed sensing | —Unverified | 0 | 0 |
| Deep Learning for Asynchronous Massive Access with Data Frame Length Diversity | May 12, 2023 | Action DetectionActivity Detection | —Unverified | 0 | 0 |
| Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction | Apr 1, 2019 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 | 0 |
| Deep Learning of Compressed Sensing Operators with Structural Similarity Loss | Jun 25, 2019 | compressed sensingDeep Learning | —Unverified | 0 | 0 |
| Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling | Feb 29, 2024 | compressed sensingImage Compressed Sensing | —Unverified | 0 | 0 |
| Deep Networks for Compressed Image Sensing | Jul 22, 2017 | compressed sensingImage Compression | —Unverified | 0 | 0 |
| Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? | Apr 30, 2015 | compressed sensingDictionary Learning | —Unverified | 0 | 0 |
| Deep Residual Learning for Accelerated MRI using Magnitude and Phase Networks | Apr 2, 2018 | compressed sensing | —Unverified | 0 | 0 |
| Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis | Nov 19, 2016 | compressed sensingComputed Tomography (CT) | —Unverified | 0 | 0 |
| Deep Sylvester Posterior Inference for Adaptive Compressed Sensing in Ultrasound Imaging | Jan 7, 2025 | compressed sensing | —Unverified | 0 | 0 |
| Deep Unfolded Recovery of Sub-Nyquist Sampled Ultrasound Image | Mar 1, 2021 | compressed sensing | —Unverified | 0 | 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 | 0 |
| Deep Unrolling for Magnetic Resonance Fingerprinting | Jan 23, 2022 | compressed sensingMagnetic Resonance Fingerprinting | —Unverified | 0 | 0 |
| Deep variational network for rapid 4D flow MRI reconstruction | Apr 20, 2020 | compressed sensingMRI Reconstruction | —Unverified | 0 | 0 |
| Deformation corrected compressed sensing (DC-CS): a novel framework for accelerated dynamic MRI | May 29, 2014 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Delay-Doppler Signal Processing with Zadoff-Chu Sequences | Dec 5, 2024 | compressed sensing | —Unverified | 0 | 0 |
| DELTA-MRI: Direct deformation Estimation from LongiTudinally Acquired k-space data | Jan 23, 2023 | Change Detectioncompressed sensing | —Unverified | 0 | 0 |
| Demodulation of Sparse PPM Signals with Low Samples Using Trained RIP Matrix | Sep 1, 2013 | compressed sensingGeneral Classification | —Unverified | 0 | 0 |
| Denoising guarantees for optimized sampling schemes in compressed sensing | Apr 1, 2025 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Design, Implementation and Analysis of a Compressed Sensing Photoacoustic Projection Imaging System | Feb 24, 2024 | compressed sensing | —Unverified | 0 | 0 |
| Determination of Nonlinear Genetic Architecture using Compressed Sensing | Jul 19, 2015 | compressed sensing | —Unverified | 0 | 0 |
| Developability Approximation for Neural Implicits through Rank Minimization | Aug 7, 2023 | compressed sensing | —Unverified | 0 | 0 |
| Device Activity Detection and Channel Estimation for Millimeter-Wave Massive MIMO | Feb 7, 2024 | Action DetectionActivity Detection | —Unverified | 0 | 0 |
| Dictionary and Image Recovery from Incomplete and Random Measurements | Aug 2, 2015 | compressed sensingDictionary Learning | —Unverified | 0 | 0 |
| Dictionary Learning for Blind One Bit Compressed Sensing | Aug 30, 2015 | compressed sensingDictionary Learning | —Unverified | 0 | 0 |
| Dictionary Learning Under Generative Coefficient Priors with Applications to Compression | Sep 29, 2021 | compressed sensingDenoising | —Unverified | 0 | 0 |
| DiffuserCam: Lensless Single-exposure 3D Imaging | Oct 5, 2017 | compressed sensing | —Unverified | 0 | 0 |