| Improved RIP-Based Bounds for Guaranteed Performance of two Compressed Sensing Algorithms | Jul 3, 2020 | 4kcompressed sensing | —Unverified | 0 |
| Improved Support Recovery in Universal One-bit Compressed Sensing | Oct 29, 2022 | compressed sensing | —Unverified | 0 |
| Improving Robustness of Deep-Learning-Based Image Reconstruction | Feb 26, 2020 | compressed sensingDeep Learning | —Unverified | 0 |
| Improving spatial domain based image formation through compressed sensing | Oct 1, 2020 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Impulse Denoising From Hyper-Spectral Images: A Blind Compressed Sensing Approach | Dec 11, 2019 | compressed sensingDenoising | —Unverified | 0 |
| Inferring Sparsity: Compressed Sensing using Generalized Restricted Boltzmann Machines | Jun 13, 2016 | compressed sensing | —Unverified | 0 |
| Info-Greedy sequential adaptive compressed sensing | Jul 2, 2014 | compressed sensing | —Unverified | 0 |
| Intelligent Reflecting Surface Assisted Beam Index-Modulation for Millimeter Wave Communication | Mar 26, 2020 | compressed sensing | —Unverified | 0 |
| Interference Cancellation Based Channel Estimation for Massive MIMO Systems with Time Shifted Pilots | Jun 25, 2020 | compressed sensingPlaying the Game of 2048 | —Unverified | 0 |
| Integrated Sensing and Communication Signal Processing Based on Compressed Sensing Over Unlicensed Spectrum Bands | Oct 4, 2023 | compressed sensingIntegrated sensing and communication | —Unverified | 0 |
| Monte Carlo is a good sampling strategy for polynomial approximation in high dimensions | Aug 18, 2022 | compressed sensingUncertainty Quantification | —Unverified | 0 |
| Iterative Algorithm for Discrete Structure Recovery | Nov 4, 2019 | Clusteringcompressed sensing | —Unverified | 0 |
| Iterative Alpha Expansion for estimating gradient-sparse signals from linear measurements | May 15, 2019 | compressed sensing | —Unverified | 0 |
| Iterative Reweighted Algorithms for Joint User Identification and Channel Estimation in Spatially Correlated Massive MTC | Mar 15, 2021 | Action DetectionActivity Detection | —Unverified | 0 |
| Jittering Effects Analysis and Beam Training Design for UAV Millimeter Wave Communications | Apr 13, 2021 | compressed sensing | —Unverified | 0 |
| Joint Activity Detection and Channel Estimation for Clustered Massive Machine Type Communications | May 4, 2023 | Action DetectionActivity Detection | —Unverified | 0 |
| Joint Beamforming and Compressed Sensing for Uplink Grant-Free Access | Mar 9, 2025 | compressed sensing | —Unverified | 0 |
| Joint Block-Sparse Recovery Using Simultaneous BOMP/BOLS | Apr 7, 2023 | compressed sensingvalid | —Unverified | 0 |
| Joint Channel and Data Estimation for Multiuser Extremely Large-Scale MIMO Systems | Jun 27, 2024 | Bayesian Inferencecompressed sensing | —Unverified | 0 |
| Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network | May 6, 2018 | compressed sensingDecoder | —Unverified | 0 |
| Joint Data Compression and MAC Protocol Design for Smartgrids with Renewable Energy | Jun 15, 2016 | compressed sensingData Compression | —Unverified | 0 |
| Joint Estimation of Room Geometry and Modes with Compressed Sensing | Feb 16, 2018 | compressed sensingRoom Impulse Response (RIR) | —Unverified | 0 |
| Joint Matrix Completion and Compressed Sensing for State Estimation in Low-observable Distribution System | Apr 13, 2021 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Joint Multi-Echo/Respiratory Motion-Resolved Compressed Sensing Reconstruction of Free-Breathing Non-Cartesian Abdominal MRI | Mar 27, 2023 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Joint reconstruction of multiecho MR images using correlated sparsity | May 14, 2011 | compressed sensing | —Unverified | 0 |
| Joint SCSP-LROM: A novel approach to detect Cerebrovascular Anomalies from EEG signals | Oct 17, 2021 | compressed sensingEEG | —Unverified | 0 |
| Joint Spatial-Angular Sparse Coding for dMRI with Separable Dictionaries | Dec 18, 2016 | compressed sensingDiffusion MRI | —Unverified | 0 |
| JSRNN: Joint Sampling and Reconstruction Neural Networks for High Quality Image Compressed Sensing | Nov 11, 2022 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Keypoint Detection Empowered Near-Field User Localization and Channel Reconstruction | Jan 21, 2025 | compressed sensingKeypoint Detection | —Unverified | 0 |
| (k,q)-Compressed Sensing for dMRI with Joint Spatial-Angular Sparsity Prior | Jul 21, 2017 | compressed sensing | —Unverified | 0 |
| L_1-regularized Boltzmann machine learning using majorizer minimization | Mar 11, 2015 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Large Multistream Data Analytics for Monitoring and Diagnostics in Manufacturing Systems | Dec 26, 2018 | compressed sensingDiagnostic | —Unverified | 0 |
| Learning DNN networks using un-rectifying ReLU with compressed sensing application | Jan 18, 2021 | Combinatorial Optimizationcompressed sensing | —Unverified | 0 |
| Learning Functions of Few Arbitrary Linear Parameters in High Dimensions | Aug 18, 2010 | compressed sensing | —Unverified | 0 |
| Learning Generative Prior with Latent Space Sparsity Constraints | May 25, 2021 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Learning k-body Hamiltonians via compressed sensing | Oct 24, 2024 | compressed sensing | —Unverified | 0 |
| Learning overcomplete, low coherence dictionaries with linear inference | Jun 10, 2016 | compressed sensing | —Unverified | 0 |
| Learning Sampling and Model-Based Signal Recovery for Compressed Sensing MRI | Apr 22, 2020 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Learning sparse structures for physics-inspired compressed sensing | Nov 25, 2020 | compressed sensing | —Unverified | 0 |
| Learning Structured Compressed Sensing with Automatic Resource Allocation | Oct 24, 2024 | compressed sensing | —Unverified | 0 |
| Learning Structured Sparse Matrices for Signal Recovery via Unrolled Optimization | Oct 19, 2021 | compressed sensingRolling Shutter Correction | —Unverified | 0 |
| Learning Sub-Sampling and Signal Recovery with Applications in Ultrasound Imaging | Aug 15, 2019 | compressed sensingDiagnostic | —Unverified | 0 |
| Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys | Sep 15, 2021 | Anatomycompressed sensing | —Unverified | 0 |
| Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction | Mar 5, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Learning to Recover Sparse Signals | Sep 14, 2019 | compressed sensingreinforcement-learning | —Unverified | 0 |
| Learning to Sample: Data-Driven Sampling and Reconstruction of FRI Signals | Jun 28, 2021 | compressed sensing | —Unverified | 0 |
| Learning to sample in Cartesian MRI | Dec 7, 2023 | compressed sensingComputational Efficiency | —Unverified | 0 |
| Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging | Jun 3, 2020 | compressed sensingComputed Tomography (CT) | —Unverified | 0 |
| Light Efficient Flutter Shutter | Aug 23, 2015 | compressed sensingDeblurring | —Unverified | 0 |
| Linear Convergence of Reshuffling Kaczmarz Methods With Sparse Constraints | Apr 20, 2023 | compressed sensingDimensionality Reduction | —Unverified | 0 |