| Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction | Mar 10, 2015 | compressed sensing | —Unverified | 0 | 0 |
| Robust Spectral Compressed Sensing via Structured Matrix Completion | Apr 30, 2013 | compressed sensingMatrix Completion | —Unverified | 0 | 0 |
| Robust Structured Estimation with Single-Index Models | Aug 1, 2017 | compressed sensing | —Unverified | 0 | 0 |
| RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction | Dec 11, 2019 | compressed sensingDe-aliasing | —Unverified | 0 | 0 |
| ROTI-GCV: Generalized Cross-Validation for right-ROTationally Invariant Data | Jun 17, 2024 | compressed sensing | —Unverified | 0 | 0 |
| Sample Complexity of Learning Mixture of Sparse Linear Regressions | Dec 1, 2019 | compressed sensingOpen-Ended Question Answering | —Unverified | 0 | 0 |
| Sample Complexity of Learning Mixtures of Sparse Linear Regressions | Oct 30, 2019 | compressed sensingOpen-Ended Question Answering | —Unverified | 0 | 0 |
| Sample Distortion for Compressed Imaging | Mar 22, 2013 | compressed sensingDecoder | —Unverified | 0 | 0 |
| Sampling Limits for Electron Tomography with Sparsity-exploiting Reconstructions | Apr 4, 2019 | compressed sensingElectron Tomography | —Unverified | 0 | 0 |
| Sampling-Priors-Augmented Deep Unfolding Network for Robust Video Compressive Sensing | Jul 14, 2023 | compressed sensingCompressive Sensing | —Unverified | 0 | 0 |
| Scan-based Compressed Terahertz Imaging and Real-Time Reconstruction via the Complex-valued Fast Block Sparse Bayesian Learning Algorithm | Sep 20, 2013 | compressed sensing | —Unverified | 0 | 0 |
| Score-based Diffusion Models With Self-supervised Learning For Accelerated 3D Multi-contrast Cardiac Magnetic Resonance Imaging | Oct 7, 2023 | compressed sensingMRI Reconstruction | —Unverified | 0 | 0 |
| SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction | Feb 18, 2019 | compressed sensingGenerative Adversarial Network | —Unverified | 0 | 0 |
| Self-Averaging Expectation Propagation | Aug 23, 2016 | Bayesian Inferencecompressed sensing | —Unverified | 0 | 0 |
| Self-expressive Dictionary Learning for Dynamic 3D Reconstruction | May 22, 2016 | 3D Reconstructioncompressed sensing | —Unverified | 0 | 0 |
| Self-Learned Kernel Low Rank Approach TO Accelerated High Resolution 3D Diffusion MRI | Oct 16, 2021 | compressed sensingDiffusion MRI | —Unverified | 0 | 0 |
| Self-supervised Enhanced Radar Imaging Based on Deep-Learning-Assisted Compressed Sensing | Aug 8, 2022 | compressed sensing | —Unverified | 0 | 0 |
| Self-Supervised Physics-Guided Deep Learning Reconstruction For High-Resolution 3D LGE CMR | Nov 18, 2020 | compressed sensingSelf-Supervised Learning | —Unverified | 0 | 0 |
| Semantic-Aware Image Compressed Sensing | Jul 6, 2023 | compressed sensingDecoder | —Unverified | 0 | 0 |
| Semantic Communications in Networked Systems: A Data Significance Perspective | Mar 9, 2021 | compressed sensingDecision Making | —Unverified | 0 | 0 |
| Semi-supervised Learning in Network-Structured Data via Total Variation Minimization | Jan 28, 2019 | Clusteringcompressed sensing | —Unverified | 0 | 0 |
| Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals | Dec 11, 2019 | Classificationcompressed sensing | —Unverified | 0 | 0 |
| Separation-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach | Nov 4, 2017 | compressed sensingSuper-Resolution | —Unverified | 0 | 0 |
| Sequence Block based Compressed Sensing Multiuser Detection for 5G | Sep 28, 2018 | Action DetectionActivity Detection | —Unverified | 0 | 0 |
| Sequential Information Guided Sensing | Sep 1, 2015 | compressed sensing | —Unverified | 0 | 0 |
| Shearlet-based compressed sensing for fast 3D cardiac MR imaging using iterative reweighting | May 1, 2017 | Anatomycompressed sensing | —Unverified | 0 | 0 |
| Short Term Memory Capacity in Networks via the Restricted Isometry Property | Jul 1, 2013 | compressed sensing | —Unverified | 0 | 0 |
| Short-term memory in neuronal networks through dynamical compressed sensing | Dec 1, 2010 | compressed sensing | —Unverified | 0 | 0 |
| Signal and Noise Statistics Oblivious Sparse Reconstruction using OMP/OLS | Jul 27, 2017 | compressed sensing | —Unverified | 0 | 0 |
| Signal Processing via Cross-Dimensional Projection | Oct 30, 2024 | compressed sensing | —Unverified | 0 | 0 |
| Signal Recovery from Unlabeled Samples | Jan 30, 2017 | compressed sensing | —Unverified | 0 | 0 |
| Simplicity is Key: An Unsupervised Pretraining Approach for Sparse Radio Channels | May 19, 2025 | compressed sensingRepresentation Learning | —Unverified | 0 | 0 |
| Single Image Compressed Sensing MRI via a Self-Supervised Deep Denoising Approach | Nov 22, 2023 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Small coherence implies the weak Null Space Property | Jun 29, 2016 | compressed sensing | —Unverified | 0 | 0 |
| Snapshot Compressed Imaging Based Single-Measurement Computer Vision for Videos | Jan 25, 2025 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Solve-Select-Scale: A Three Step Process For Sparse Signal Estimation | May 16, 2016 | compressed sensing | —Unverified | 0 | 0 |
| Solving Inverse Problems with Conditional-GAN Prior via Fast Network-Projected Gradient Descent | Sep 2, 2021 | compressed sensingGenerative Adversarial Network | —Unverified | 0 | 0 |
| Solving Inverse Problems with Deep Linear Neural Networks: Global Convergence Guarantees for Gradient Descent with Weight Decay | Feb 21, 2025 | compressed sensing | —Unverified | 0 | 0 |
| Spark Deficient Gabor Frames for Inverse Problems | Oct 13, 2021 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Sparse approximation by greedy algorithms | Nov 5, 2015 | compressed sensing | —Unverified | 0 | 0 |
| SparseCast: Hybrid Digital-Analog Wireless Image Transmission Exploiting Frequency Domain Sparsity | Nov 25, 2018 | compressed sensing | —Unverified | 0 | 0 |
| Sparse Convex Optimization via Adaptively Regularized Hard Thresholding | Jun 25, 2020 | compressed sensing | —Unverified | 0 | 0 |
| Sparse Diffusion Steepest-Descent for One Bit Compressed Sensing in Wireless Sensor Networks | Jan 3, 2016 | compressed sensing | —Unverified | 0 | 0 |
| Sparse Dynamic 3D Reconstruction From Unsynchronized Videos | Dec 1, 2015 | 3D Reconstructioncompressed sensing | —Unverified | 0 | 0 |
| Sparse-Inductive Generative Adversarial Hashing for Nearest Neighbor Search | Jun 12, 2023 | compressed sensingQuantization | —Unverified | 0 | 0 |
| Sparse L^1-Autoencoders for Scientific Data Compression | May 23, 2024 | compressed sensingData Compression | —Unverified | 0 | 0 |
| Sparse Models for Machine Learning | Aug 26, 2023 | Action Recognitioncompressed sensing | —Unverified | 0 | 0 |
| CMAR-Net: Accurate Cross-Modal 3D SAR Reconstruction of Vehicle Targets with Sparse-Aspect Multi-Baseline Data | Jun 6, 2024 | 3D Reconstruction3D Scene Reconstruction | —Unverified | 0 | 0 |
| Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions | Dec 1, 2013 | compressed sensingTime Series | —Unverified | 0 | 0 |
| Sparse Proteomics Analysis - A compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data | Jun 11, 2015 | compressed sensingfeature selection | —Unverified | 0 | 0 |