| The General sampling theorem, Compressed sensing and a method of image sampling and reconstruction with sampling rates close to the theoretical limit | Oct 17, 2021 | compressed sensing | —Unverified | 0 | 0 |
| The Mismatch Principle: The Generalized Lasso Under Large Model Uncertainties | Aug 20, 2018 | compressed sensingLearning Theory | —Unverified | 0 | 0 |
| The Network Nullspace Property for Compressed Sensing of Big Data over Networks | May 11, 2017 | compressed sensing | —Unverified | 0 | 0 |
| Theoretical limits of descending _0 sparse-regression ML algorithms | Oct 10, 2024 | compressed sensingregression | —Unverified | 0 | 0 |
| Encoder blind combinatorial compressed sensing | Apr 10, 2020 | Community Detectioncompressed sensing | —Unverified | 0 | 0 |
| The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling | Aug 3, 2018 | compressed sensingComputational Efficiency | —Unverified | 0 | 0 |
| The Symbolic Interior Point Method | May 26, 2016 | compressed sensingDecision Making | —Unverified | 0 | 0 |
| The Use of Mutual Coherence to Prove ^1/^0-Equivalence in Classification Problems | Jan 9, 2019 | compressed sensingGeneral Classification | —Unverified | 0 | 0 |
| Tight-frame-like Analysis-Sparse Recovery Using Non-tight Sensing Matrices | Jul 20, 2023 | compressed sensingSSIM | —Unverified | 0 | 0 |
| Tight Performance Bounds for Compressed Sensing With Conventional and Group Sparsity | Jun 19, 2016 | compressed sensing | —Unverified | 0 | 0 |
| TomoSAR-ALISTA: Efficient TomoSAR Imaging via Deep Unfolded Network | May 5, 2022 | 3D Reconstructioncompressed sensing | —Unverified | 0 | 0 |
| Toward a unified theory of sparse dimensionality reduction in Euclidean space | Nov 11, 2013 | compressed sensingDimensionality Reduction | —Unverified | 0 | 0 |
| Toward Millimeter Wave Joint Radar-Communications: A Signal Processing Perspective | May 18, 2019 | compressed sensing | —Unverified | 0 | 0 |
| Towards Neurally Augmented ALISTA | Oct 23, 2020 | compressed sensing | —Unverified | 0 | 0 |
| Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems | May 30, 2016 | compressed sensing | —Unverified | 0 | 0 |
| Training Convolutional Neural Networks and Compressed Sensing End-to-End for Microscopy Cell Detection | Oct 7, 2018 | Cell Detectioncompressed sensing | —Unverified | 0 | 0 |
| Fast MRI for All: Bridging Equity Gaps via Training without Raw Data Access | Nov 20, 2024 | Allcompressed sensing | —Unverified | 0 | 0 |
| Transform Learning for Magnetic Resonance Image Reconstruction: From Model-based Learning to Building Neural Networks | Mar 25, 2019 | Clusteringcompressed sensing | —Unverified | 0 | 0 |
| Tropical Group Testing | Jan 12, 2022 | compressed sensing | —Unverified | 0 | 0 |
| Truncated Linear Regression in High Dimensions | Jul 29, 2020 | compressed sensingregression | —Unverified | 0 | 0 |
| Two New Approaches to Compressed Sensing Exhibiting Both Robust Sparse Recovery and the Grouping Effect | Oct 30, 2014 | compressed sensing | —Unverified | 0 | 0 |
| Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data | Aug 4, 2020 | compressed sensingDeep Learning | —Unverified | 0 | 0 |
| TWR-MCAE: A Data Augmentation Method for Through-the-Wall Radar Human Motion Recognition | Jan 6, 2023 | compressed sensingData Augmentation | —Unverified | 0 | 0 |
| Unambiguous Delay-Doppler Recovery from Random Phase Coded Pulses | Dec 22, 2020 | compressed sensing | —Unverified | 0 | 0 |
| Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization | Dec 26, 2018 | compressed sensingDimensionality Reduction | —Unverified | 0 | 0 |
| Uniform Approximations for Randomized Hadamard Transforms with Applications | Mar 3, 2022 | compressed sensingDimensionality Reduction | —Unverified | 0 | 0 |
| A Unified Model for Compressed Sensing MRI Across Undersampling Patterns | Oct 5, 2024 | Anatomycompressed sensing | —Unverified | 0 | 0 |
| Universal Architectures for the Learning of Polyhedral Norms and Convex Regularizers | Mar 24, 2025 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Universality laws for randomized dimension reduction, with applications | Nov 30, 2015 | compressed sensingDimensionality Reduction | —Unverified | 0 | 0 |
| Universal low-rank matrix recovery from Pauli measurements | Dec 1, 2011 | compressed sensingGaussian Processes | —Unverified | 0 | 0 |
| Universally Elevating the Phase Transition Performance of Compressed Sensing: Non-Isometric Matrices are Not Necessarily Bad Matrices | Jul 17, 2013 | compressed sensing | —Unverified | 0 | 0 |
| Unknown sparsity in compressed sensing: Denoising and inference | Jul 25, 2015 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Unrolled denoising networks provably learn optimal Bayesian inference | Sep 19, 2024 | Bayesian Inferencecompressed sensing | —Unverified | 0 | 0 |
| Unsupervised Accelerated MRI Reconstruction via Ground-Truth-Free Flow Matching | Feb 24, 2025 | compressed sensingDenoising | —Unverified | 0 | 0 |
| User Activity Detection for Irregular Repetition Slotted Aloha based MMTC | Nov 11, 2021 | Action DetectionActivity Detection | —Unverified | 0 | 0 |
| Utilizing the Structure of the Curvelet Transform with Compressed Sensing | Jul 24, 2021 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Utilizing the Wavelet Transform's Structure in Compressed Sensing | Feb 11, 2020 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI | Jan 29, 2022 | Anatomycompressed sensing | —Unverified | 0 | 0 |
| Variable Binding for Sparse Distributed Representations: Theory and Applications | Sep 14, 2020 | compressed sensing | —Unverified | 0 | 0 |
| Variance State Propagation for Structured Sparse Bayesian Learning | Oct 16, 2019 | compressed sensing | —Unverified | 0 | 0 |
| Variational Learning ISTA | Jul 9, 2024 | compressed sensingDictionary Learning | —Unverified | 0 | 0 |
| Variational Quantum Compressed Sensing for Joint User and Channel State Acquisition in Grant-Free Device Access Systems | May 17, 2022 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Verified Neural Compressed Sensing | May 7, 2024 | compressed sensing | —Unverified | 0 | 0 |
| When is Network Lasso Accurate? | Apr 7, 2017 | compressed sensing | —Unverified | 0 | 0 |
| Windowed Dictionary Design for Delay-Aware OMP Channel Estimation under Fractional Doppler | Dec 2, 2024 | compressed sensing | —Unverified | 0 | 0 |
| WTDUN: Wavelet Tree-Structured Sampling and Deep Unfolding Network for Image Compressed Sensing | Nov 25, 2024 | compressed sensingImage Compressed Sensing | —Unverified | 0 | 0 |
| YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training | Nov 8, 2024 | compressed sensingGraph Neural Network | —Unverified | 0 | 0 |
| Sparse Support Recovery with Non-smooth Loss Functions | Dec 1, 2016 | compressed sensing | —Unverified | 0 | 0 |
| 1-bit Localization Scheme for Radar using Dithered Quantized Compressed Sensing | Jun 15, 2018 | compressed sensingQuantization | —Unverified | 0 | 0 |
| A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival Estimation | Sep 21, 2015 | compressed sensingCompressive Sensing | —Unverified | 0 | 0 |