| On The Projection Operator to A Three-view Cardinality Constrained Set | Mar 21, 2017 | compressed sensingfeature selection | —Unverified | 0 | 0 |
| A Hierarchical View of Structured Sparsity in Kronecker Compressive Sensing | Sep 13, 2024 | compressed sensingCompressive Sensing | —Unverified | 0 | 0 |
| On the Treatment of Optimization Problems with L1 Penalty Terms via Multiobjective Continuation | Dec 14, 2020 | compressed sensingModel Selection | —Unverified | 0 | 0 |
| Optimal linear estimation under unknown nonlinear transform | May 13, 2015 | compressed sensing | —Unverified | 0 | 0 |
| Optimal sensor placement for reconstructing wind pressure field around buildings using compressed sensing | Jun 7, 2023 | compressed sensing | —Unverified | 0 | 0 |
| Optimal Vector Compressed Sensing Using James Stein Shrinkage | May 1, 2025 | compressed sensing | —Unverified | 0 | 0 |
| Optimization for Compressed Sensing: the Simplex Method and Kronecker Sparsification | Dec 16, 2013 | compressed sensing | —Unverified | 0 | 0 |
| Optimization methods for MR image reconstruction (long version) | Jun 13, 2019 | compressed sensingImage Reconstruction | —Unverified | 0 | 0 |
| Optimized Projections for Compressed Sensing via Direct Mutual Coherence Minimization | Aug 13, 2015 | compressed sensing | —Unverified | 0 | 0 |
| Optimized projections for compressed sensing via rank-constrained nearest correlation matrix | Sep 14, 2013 | compressed sensing | —Unverified | 0 | 0 |
| Optimizing Codes for Source Separation in Color Image Demosaicing and Compressive Video Recovery | Sep 7, 2016 | compressed sensingDemosaicking | —Unverified | 0 | 0 |
| OrcoDCS: An IoT-Edge Orchestrated Online Deep Compressed Sensing Framework | Aug 5, 2023 | compressed sensing | —Unverified | 0 | 0 |
| Orthogonal Matching Pursuit with Replacement | Dec 1, 2011 | compressed sensing | —Unverified | 0 | 0 |
| OUTCOMES: Rapid Under-sampling Optimization achieves up to 50% improvements in reconstruction accuracy for multi-contrast MRI sequences | Mar 8, 2021 | compressed sensingGPU | —Unverified | 0 | 0 |
| Over-and-Under Complete Convolutional RNN for MRI Reconstruction | Jun 16, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 | 0 |
| Over-the-Air Federated Learning with Compressed Sensing: Is Sparsification Necessary? | Oct 5, 2023 | compressed sensingFederated Learning | —Unverified | 0 | 0 |
| Over-the-Air Federated Multi-Task Learning via Model Sparsification and Turbo Compressed Sensing | May 8, 2022 | compressed sensingMulti-Task Learning | —Unverified | 0 | 0 |
| Parallel Magnetic Resonance Imaging | Jan 25, 2015 | compressed sensingImage Reconstruction | —Unverified | 0 | 0 |
| Parameter Convergence Detector Based on VAMP Deep Unfolding: A Novel Radar Constant False Alarm Rate Detection Algorithm | Apr 14, 2025 | compressed sensing | —Unverified | 0 | 0 |
| Parametrized Stacked Intelligent Metasurfaces for Bistatic Integrated Sensing and Communications | Apr 29, 2025 | compressed sensingISAC | —Unverified | 0 | 0 |
| Parseval Convolution Operators and Neural Networks | Aug 19, 2024 | compressed sensing | —Unverified | 0 | 0 |
| Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery | Dec 1, 2017 | compressed sensing | —Unverified | 0 | 0 |
| Perfect reconstruction of sparse signals with piecewise continuous nonconvex penalties and nonconvexity control | Feb 20, 2019 | compressed sensing | —Unverified | 0 | 0 |
| AliasNet: Alias Artefact Suppression Network for Accelerated Phase-Encode MRI | Feb 17, 2023 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Photon counting compressive depth mapping | Sep 17, 2013 | compressed sensingObject Tracking | —Unverified | 0 | 0 |
| Physics-assisted Deep Learning for FMCW Radar Quantitative Imaging of Two-dimension Target | Jul 5, 2023 | Autonomous Drivingcompressed sensing | —Unverified | 0 | 0 |
| Physics-Based Learned Diffuser for Single-shot 3D Imaging | Oct 19, 2021 | compressed sensing | —Unverified | 0 | 0 |
| Physics-driven generative adversarial networks empower single-pixel infrared hyperspectral imaging | Nov 22, 2023 | compressed sensingGenerative Adversarial Network | —Unverified | 0 | 0 |
| Physics-informed compressed sensing for PC-MRI: an inverse Navier-Stokes problem | Jul 4, 2022 | compressed sensing | —Unverified | 0 | 0 |
| Physics-informed self-supervised deep learning reconstruction for accelerated first-pass perfusion cardiac MRI | Jan 5, 2023 | compressed sensing | —Unverified | 0 | 0 |
| On Exact and Robust Recovery for Plug-and-Play Compressed Sensing | Jul 26, 2022 | compressed sensing | —Unverified | 0 | 0 |
| Plug-And-Play Learned Gaussian-mixture Approximate Message Passing | Nov 18, 2020 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Poisson Matrix Recovery and Completion | Apr 20, 2015 | compressed sensingMatrix Completion | —Unverified | 0 | 0 |
| PolarAir: A Compressed Sensing Scheme for Over-the-Air Federated Learning | Jan 24, 2023 | compressed sensingFederated Learning | —Unverified | 0 | 0 |
| Precise asymptotics for phase retrieval and compressed sensing with random generative priors | Sep 14, 2019 | compressed sensingRetrieval | —Unverified | 0 | 0 |
| Precisely Verifying the Null Space Conditions in Compressed Sensing: A Sandwiching Algorithm | Jun 11, 2013 | compressed sensing | —Unverified | 0 | 0 |
| Precise Phase Transition of Total Variation Minimization | Sep 15, 2015 | compressed sensingDenoising | —Unverified | 0 | 0 |
| Precise Semidefinite Programming Formulation of Atomic Norm Minimization for Recovering d-Dimensional (d 2) Off-the-Grid Frequencies | Dec 2, 2013 | compressed sensing | —Unverified | 0 | 0 |
| Predicting Useful Neighborhoods for Lazy Local Learning | Dec 1, 2014 | compressed sensingGeneral Classification | —Unverified | 0 | 0 |
| Probabilistic Multi-Task Feature Selection | Dec 1, 2010 | Cancer Classificationcompressed sensing | —Unverified | 0 | 0 |
| Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models | Jun 5, 2023 | compressed sensingTime Series | —Unverified | 0 | 0 |
| Process of image super-resolution | Apr 17, 2019 | compressed sensingImage Super-Resolution | —Unverified | 0 | 0 |
| Projected Iterative Soft-thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging | Apr 29, 2015 | compressed sensingImage Reconstruction | —Unverified | 0 | 0 |
| Projected Nesterov's Proximal-Gradient Algorithm for Sparse Signal Reconstruction with a Convex Constraint | Feb 9, 2015 | compressed sensing | —Unverified | 0 | 0 |
| Projected Wirtinger Gradient Descent for Low-Rank Hankel Matrix Completion in Spectral Compressed Sensing | Jul 14, 2015 | compressed sensingMatrix Completion | —Unverified | 0 | 0 |
| Provable Compressed Sensing with Generative Priors via Langevin Dynamics | Feb 25, 2021 | compressed sensingRetrieval | —Unverified | 0 | 0 |
| Provable Preconditioned Plug-and-Play Approach for Compressed Sensing MRI Reconstruction | May 6, 2024 | compressed sensingDenoising | —Unverified | 0 | 0 |
| PS-Net: Learned Partially Separable Model for Dynamic MR Imaging | May 9, 2022 | compressed sensingDeep Learning | —Unverified | 0 | 0 |
| Pulse Processing -- Overview and Challenges | Mar 9, 2025 | compressed sensingDiagnostic | —Unverified | 0 | 0 |
| QISTA-Net: DNN Architecture to Solve _q-norm Minimization Problem and Image Compressed Sensing | Oct 22, 2020 | compressed sensingImage Compressed Sensing | —Unverified | 0 | 0 |