| Finite Sample Analysis of Approximate Message Passing Algorithms | Jun 6, 2016 | compressed sensing | —Unverified | 0 | 0 |
| Comparison of Several Sparse Recovery Methods for Low Rank Matrices with Random Samples | Jun 12, 2016 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 | 0 |
| Free-breathing Cardiovascular MRI Using a Plug-and-Play Method with Learned Denoiser | Feb 8, 2020 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Free-running SIMilarity-Based Angiography (SIMBA) for simplified anatomical MR imaging of the heart | Jul 13, 2020 | Allcompressed sensing | —Unverified | 0 | 0 |
| FReSCO: Flow Reconstruction and Segmentation for low latency Cardiac Output monitoring using deep artifact suppression and segmentation | Mar 25, 2022 | compressed sensingSegmentation | —Unverified | 0 | 0 |
| FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications | Nov 19, 2015 | compressed sensingDenoising | —Unverified | 0 | 0 |
| An Homotopy Algorithm for the Lasso with Online Observations | Dec 1, 2008 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Energy-Efficient Precoding and Feeder-Link-Beam Matching Design for Bent-Pipe SATCOM Systems | Apr 26, 2023 | compressed sensing | —Unverified | 0 | 0 |
| From superposition to sparse codes: interpretable representations in neural networks | Mar 3, 2025 | compressed sensingRepresentation Learning | —Unverified | 0 | 0 |
| Comparison of Algorithms for Compressed Sensing of Magnetic Resonance Images | Feb 7, 2015 | compressed sensingCompressive Sensing | —Unverified | 0 | 0 |
| Fully Self-Gated Whole-Heart 4D Flow Imaging from a Five-Minute Scan | Apr 19, 2020 | compressed sensing | —Unverified | 0 | 0 |
| Fusion Learning for 1-Bit CS-based Superimposed CSI Feedback with Bi-Directional Channel Reciprocity | Jan 20, 2022 | compressed sensing | —Unverified | 0 | 0 |
| Empowering 5G PRS-Based ISAC with Compressed Sensing | Jul 18, 2024 | compressed sensingIntegrated sensing and communication | —Unverified | 0 | 0 |
| GA-HQS: MRI reconstruction via a generically accelerated unfolding approach | Apr 6, 2023 | compressed sensingMRI Reconstruction | —Unverified | 0 | 0 |
| Communication-Efficient Federated Learning via Quantized Compressed Sensing | Nov 30, 2021 | compressed sensingFederated Learning | —Unverified | 0 | 0 |
| Gaussian Approximation of Quantization Error for Estimation from Compressed Data | Jan 9, 2020 | compressed sensingQuantization | —Unverified | 0 | 0 |
| Generalization analysis of an unfolding network for analysis-based Compressed Sensing | Mar 9, 2023 | compressed sensingDecoder | —Unverified | 0 | 0 |
| Generalization and Estimation Error Bounds for Model-based Neural Networks | Apr 19, 2023 | compressed sensing | —Unverified | 0 | 0 |
| A New Path to Construct Parametric Orientation Field: Sparse FOMFE Model and Compressed Sparse FOMFE Model | Jul 1, 2014 | compressed sensingmodel | —Unverified | 0 | 0 |
| Generalized Inpainting Method for Hyperspectral Image Acquisition | Feb 6, 2015 | compressed sensingDemosaicking | —Unverified | 0 | 0 |
| Generalized notions of sparsity and restricted isometry property. Part I: A unified framework | Jun 28, 2017 | compressed sensingDimensionality Reduction | —Unverified | 0 | 0 |
| Empirical Bayes Estimators for High-Dimensional Sparse Vectors | Jul 28, 2017 | compressed sensingVocal Bursts Intensity Prediction | —Unverified | 0 | 0 |
| Communication-Efficient Distributed SGD with Compressed Sensing | Dec 15, 2021 | compressed sensingDistributed Optimization | —Unverified | 0 | 0 |
| Efficient Structured Matrix Rank Minimization | Dec 1, 2014 | compressed sensing | —Unverified | 0 | 0 |
| Generative Model Adversarial Training for Deep Compressed Sensing | Jun 20, 2021 | compressed sensingmodel | —Unverified | 0 | 0 |
| Efficient Structurally-Strengthened Generative Adversarial Network for MRI Reconstruction | Aug 11, 2019 | compressed sensingDecoder | —Unverified | 0 | 0 |
| Generator Surgery for Compressed Sensing | Feb 22, 2021 | compressed sensing | —Unverified | 0 | 0 |
| GenMod: A generative modeling approach for spectral representation of PDEs with random inputs | Jan 31, 2022 | compressed sensing | —Unverified | 0 | 0 |
| Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction | Mar 17, 2020 | compressed sensingDecoder | —Unverified | 0 | 0 |
| Geometric Inference for General High-Dimensional Linear Inverse Problems | Apr 17, 2014 | compressed sensingMatrix Completion | —Unverified | 0 | 0 |
| Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction | Dec 9, 2021 | compressed sensingImage Inpainting | —Unverified | 0 | 0 |
| Ghost Imaging Based on Recurrent Neural Network | Dec 1, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 | 0 |
| Efficient Neural Network based Classification and Outlier Detection for Image Moderation using Compressed Sensing and Group Testing | May 12, 2023 | compressed sensingEfficient Neural Network | —Unverified | 0 | 0 |
| Efficient Low Dose X-ray CT Reconstruction through Sparsity-Based MAP Modeling | Feb 8, 2014 | compressed sensingCompressive Sensing | —Unverified | 0 | 0 |
| Coil Sketching for computationally-efficient MR iterative reconstruction | May 10, 2023 | compressed sensingComputational Efficiency | —Unverified | 0 | 0 |
| Efficient Learning and Planning with Compressed Predictive States | Dec 1, 2013 | compressed sensingDimensionality Reduction | —Unverified | 0 | 0 |
| Efficient Estimation of Compressible State-Space Models with Application to Calcium Signal Deconvolution | Oct 20, 2016 | compressed sensingState Estimation | —Unverified | 0 | 0 |
| Granger Causality for Compressively Sensed Sparse Signals | Sep 23, 2022 | Causal Inferencecompressed sensing | —Unverified | 0 | 0 |
| Coherence and sufficient sampling densities for reconstruction in compressed sensing | Feb 12, 2013 | compressed sensingLow-Rank Matrix Completion | —Unverified | 0 | 0 |
| An Energy-efficient Wireless Neural Recording System with Compressed Sensing and Encryption | Sep 14, 2020 | compressed sensingData Compression | —Unverified | 0 | 0 |
| GraphLab: A New Framework For Parallel Machine Learning | Aug 9, 2014 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 | 0 |
| Graph Neural Network Aided Detection for the Multi-User Multi-Dimensional Index Modulated Uplink | May 27, 2025 | compressed sensingGraph Neural Network | —Unverified | 0 | 0 |
| GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil MRI Reconstruction | Oct 27, 2019 | compressed sensingMRI Reconstruction | —Unverified | 0 | 0 |
| A Deep Error Correction Network for Compressed Sensing MRI | Mar 23, 2018 | compressed sensingDiagnostic | —Unverified | 0 | 0 |
| Gridless Angular Domain Channel Estimation for mmWave Massive MIMO System With One-Bit Quantization Via Approximate Message Passing | Sep 23, 2019 | compressed sensingQuantization | —Unverified | 0 | 0 |
| Gridless Tomographic SAR Imaging Based on Accelerated Atomic Norm Minimization with Efficiency | Apr 26, 2022 | compressed sensingSuper-Resolution | —Unverified | 0 | 0 |
| A Compressed Sensing Based Decomposition of Electrodermal Activity Signals | Feb 24, 2016 | compressed sensingSeizure Detection | —Unverified | 0 | 0 |
| Efficient Decoding of Compositional Structure in Holistic Representations | May 26, 2023 | compressed sensingRetrieval | —Unverified | 0 | 0 |
| Group Sparsity Methods for Compressive Space-Frequency Channel Estimation and Spatial Equalization in Fluid Antenna System | Mar 3, 2025 | compressed sensingCompressive Sensing | —Unverified | 0 | 0 |
| Efficient Compressed Ratio Estimation Using Online Sequential Learning for Edge Computing | Nov 8, 2022 | compressed sensingData Compression | —Unverified | 0 | 0 |