| Sparse Recovery Beyond Compressed Sensing: Separable Nonlinear Inverse Problems | May 12, 2019 | compressed sensingGeophysics | —Unverified | 0 | 0 |
| Sparse Recovery from Extreme Eigenvalues Deviation Inequalities | Apr 5, 2016 | compressed sensing | —Unverified | 0 | 0 |
| Sparse Recovery via Partial Regularization: Models, Theory and Algorithms | Nov 23, 2015 | compressed sensing | —Unverified | 0 | 0 |
| Sparse Recovery with Very Sparse Compressed Counting | Dec 31, 2013 | compressed sensing | —Unverified | 0 | 0 |
| Sparse Representation of a Polytope and Recovery of Sparse Signals and Low-rank Matrices | Jun 5, 2013 | compressed sensing | —Unverified | 0 | 0 |
| Sparse Representations, Inference and Learning | Jun 28, 2023 | compressed sensing | —Unverified | 0 | 0 |
| Sparse Signal Recovery for Binary Compressed Sensing by Majority Voting Neural Networks | Oct 29, 2016 | compressed sensing | —Unverified | 0 | 0 |
| Generative Imaging and Image Processing via Generative Encoder | May 23, 2019 | compressed sensingDeblurring | —Unverified | 0 | 0 |
| Sparsification via Compressed Sensing for Automatic Speech Recognition | Feb 9, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Sparsifying dimensionality reduction of PDE solution data with Bregman learning | Jun 18, 2024 | compressed sensingDecoder | —Unverified | 0 | 0 |
| Sparsity and Coefficient Permutation Based Two-Domain AMP for Image Block Compressed Sensing | May 22, 2023 | compressed sensingDeep Attention | —Unverified | 0 | 0 |
| Sparsity averaging for radio-interferometric imaging | Feb 11, 2014 | compressed sensing | —Unverified | 0 | 0 |
| An approach to Physics Based Single Photon Vision System Design | Jul 27, 2023 | compressed sensing | —Unverified | 0 | 0 |
| Spatial Correlation Aware Compressed Sensing for User Activity Detection and Channel Estimation in Massive MTC | Apr 17, 2021 | Action DetectionActivity Detection | —Unverified | 0 | 0 |
| Spatially Scalable Compressed Image Sensing with Hybrid Transform and Inter-layer Prediction Model | Oct 4, 2013 | compressed sensing | —Unverified | 0 | 0 |
| Spatial Wideband Channel Estimation for MmWave Massive MIMO Systems with Hybrid Architectures and Low-Resolution ADCs | Jan 25, 2021 | compressed sensing | —Unverified | 0 | 0 |
| Spatio-temporal reconstruction of substance dynamics using compressed sensing in multi-spectral magnetic resonance spectroscopic imaging | Mar 1, 2024 | compressed sensing | —Unverified | 0 | 0 |
| Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals | Apr 21, 2014 | Brain Computer Interfacecompressed sensing | —Unverified | 0 | 0 |
| Speckles-Training-Based Denoising Convolutional Neural Network Ghost Imaging | Apr 7, 2021 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Spectral Compressed Sensing via Structured Matrix Completion | Apr 16, 2013 | compressed sensingMatrix Completion | —Unverified | 0 | 0 |
| Spectrum-Aware Debiasing: A Modern Inference Framework with Applications to Principal Components Regression | Sep 14, 2023 | compressed sensingregression | —Unverified | 0 | 0 |
| Speeding up Magnetic Resonance Image Acquisition by Bayesian Multi-Slice Adaptive Compressed Sensing | Dec 1, 2009 | compressed sensingVariational Inference | —Unverified | 0 | 0 |
| Spiking sampling network for image sparse representation and dynamic vision sensor data compression | Nov 8, 2022 | compressed sensingData Compression | —Unverified | 0 | 0 |
| Stability and Risk Bounds of Iterative Hard Thresholding | Mar 17, 2022 | compressed sensingOpen-Ended Question Answering | —Unverified | 0 | 0 |
| Stabilizing Deep Tomographic Reconstruction | Aug 4, 2020 | Adversarial Attackcompressed sensing | —Unverified | 0 | 0 |
| Memory-efficient model-based deep learning with convergence and robustness guarantees | Jun 6, 2022 | compressed sensingCompressive Sensing | —Unverified | 0 | 0 |
| Statistical learning of rational wavelet transform for natural images | May 2, 2017 | compressed sensing | —Unverified | 0 | 0 |
| Statistical mechanical analysis of sparse linear regression as a variable selection problem | May 29, 2018 | compressed sensingregression | —Unverified | 0 | 0 |
| Statistical Mechanics of High-Dimensional Inference | Jan 18, 2016 | Bayesian Inferencecompressed sensing | —Unverified | 0 | 0 |
| Structured Dictionary Learning for Classification | Jun 8, 2014 | Classificationcompressed sensing | —Unverified | 0 | 0 |
| Structured Sensing Matrix Design for In-sector Compressed mmWave Channel Estimation | May 23, 2022 | compressed sensing | —Unverified | 0 | 0 |
| Study on Compressed Sensing of Action Potential | Jan 30, 2021 | compressed sensingCompressive Sensing | —Unverified | 0 | 0 |
| Sub-Gaussian Matrices on Sets: Optimal Tail Dependence and Applications | Jan 28, 2020 | compressed sensing | —Unverified | 0 | 0 |
| Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data with RACE | Jan 1, 2020 | compressed sensingDensity Estimation | —Unverified | 0 | 0 |
| Sub-Nyquist Radar Systems: Temporal, Spectral and Spatial Compression | Jul 30, 2018 | compressed sensing | —Unverified | 0 | 0 |
| Subspace Constrained Variational Bayesian Inference for Structured Compressive Sensing with a Dynamic Grid | Jul 24, 2024 | Bayesian Inferencecompressed sensing | —Unverified | 0 | 0 |
| Subspace Embeddings Under Nonlinear Transformations | Oct 5, 2020 | compressed sensing | —Unverified | 0 | 0 |
| SUNLayer: Stable denoising with generative networks | Mar 25, 2018 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Support Recovery in Universal One-bit Compressed Sensing | Jul 19, 2021 | compressed sensingQuantization | —Unverified | 0 | 0 |
| Support Recovery of Sparse Signals from a Mixture of Linear Measurements | Jun 10, 2021 | compressed sensing | —Unverified | 0 | 0 |
| Survey of Matrix Completion Algorithms | Apr 1, 2022 | compressed sensingMatrix Completion | —Unverified | 0 | 0 |
| T1-PILOT: Optimized Trajectories for T1 Mapping Acceleration | Feb 27, 2025 | compressed sensing | —Unverified | 0 | 0 |
| Task-Driven Dictionary Learning | Sep 27, 2010 | Classificationcompressed sensing | —Unverified | 0 | 0 |
| TEAM PILOT -- Learned Feasible Extendable Set of Dynamic MRI Acquisition Trajectories | Sep 19, 2024 | compressed sensingMedical Diagnosis | —Unverified | 0 | 0 |
| TELET: A Monotonic Algorithm to Design Large Dimensional Equiangular Tight Frames for Applications in Compressed Sensing | Oct 23, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 | 0 |
| TenDSuR: Tensor-Based 4D Sub-Nyquist Radar | Aug 31, 2018 | compressed sensing | —Unverified | 0 | 0 |
| Tensor completion and low-n-rank tensor recovery via convex optimization | Feb 24, 2011 | compressed sensing | —Unverified | 0 | 0 |
| Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review | May 13, 2022 | Anomaly Detectioncompressed sensing | —Unverified | 0 | 0 |
| The Average-Case Time Complexity of Certifying the Restricted Isometry Property | May 22, 2020 | compressed sensing | —Unverified | 0 | 0 |
| The constrained Dantzig selector with enhanced consistency | May 11, 2016 | compressed sensingComputational Efficiency | —Unverified | 0 | 0 |