| System Energy-Efficient Hybrid Beamforming for mmWave Multi-user Systems | Jan 15, 2020 | compressed sensingForm | CodeCode Available | 1 |
| Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization | Mar 2, 2021 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing | Apr 14, 2022 | compressed sensingCompressive Sensing | CodeCode Available | 1 |
| TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging Problems | Nov 18, 2020 | compressed sensingDeep Reinforcement Learning | CodeCode Available | 1 |
| Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems | Feb 22, 2020 | compressed sensingDeep Reinforcement Learning | CodeCode Available | 1 |
| Unsupervised Deep Basis Pursuit: Learning inverse problems without ground-truth data | Feb 14, 2020 | compressed sensing | CodeCode Available | 1 |
| Compressed Sensing using Generative Models | Mar 9, 2017 | compressed sensing | CodeCode Available | 1 |
| A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machine | Oct 12, 2022 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Self-supervised deep image restoration via adaptive stochastic gradient Langevin dynamics | Jun 19, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Robust Compressed Sensing MRI with Deep Generative Priors | Aug 3, 2021 | compressed sensing | CodeCode Available | 1 |
| A Unified Framework for Soft Threshold Pruning | Feb 25, 2023 | compressed sensingScheduling | CodeCode Available | 1 |
| Projection & Probability-Driven Black-Box Attack | May 8, 2020 | compressed sensing | CodeCode Available | 1 |
| B-spline Parameterized Joint Optimization of Reconstruction and K-space Trajectories (BJORK) for Accelerated 2D MRI | Jan 27, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Compressive MRI quantification using convex spatiotemporal priors and deep auto-encoders | Jan 23, 2020 | compressed sensingPhysical Simulations | CodeCode Available | 1 |
| Accelerated MRI with Un-trained Neural Networks | Jul 6, 2020 | compressed sensingDecoder | CodeCode Available | 1 |
| Compressed sensing of low-rank plus sparse matrices | Jul 18, 2020 | compressed sensingMatrix Completion | CodeCode Available | 1 |
| Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling | Jul 11, 2024 | compressed sensingComputed Tomography (CT) | CodeCode Available | 1 |
| Computing Multiple Image Reconstructions with a Single Hypernetwork | Feb 22, 2022 | compressed sensingDenoising | CodeCode Available | 1 |
| ContextMRI: Enhancing Compressed Sensing MRI through Metadata Conditioning | Jan 8, 2025 | Anatomycompressed sensing | CodeCode Available | 1 |
| Deep, Deep Learning with BART | Feb 28, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Deep Learning-Enabled One-Bit DoA Estimation | May 15, 2024 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Deep Manifold Learning for Dynamic MR Imaging | Mar 9, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Ambient Diffusion: Learning Clean Distributions from Corrupted Data | May 30, 2023 | compressed sensing | CodeCode Available | 1 |
| AMPA-Net: Optimization-Inspired Attention Neural Network for Deep Compressed Sensing | Oct 14, 2020 | compressed sensingCompressive Sensing | CodeCode Available | 1 |
| Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging | Oct 27, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Deep probabilistic subsampling for task-adaptive compressed sensing | May 1, 2020 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Diagnosis of Intelligent Reflecting Surface in Millimeter-wave Communication Systems | Jan 11, 2021 | compressed sensingDiagnostic | CodeCode Available | 1 |
| Efficient approximation of Jacobian matrices involving a non-uniform fast Fourier transform (NUFFT) | Nov 4, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Generative Priors for MRI Reconstruction Trained from Magnitude-Only Images Using Phase Augmentation | Aug 4, 2023 | compressed sensingMRI Reconstruction | CodeCode Available | 1 |
| Graph Image Prior for Unsupervised Dynamic Cardiac Cine MRI Reconstruction | Mar 23, 2024 | compressed sensingImage Generation | CodeCode Available | 1 |
| Image Compressed Sensing Using Non-local Neural Network | Dec 7, 2021 | compressed sensingImage Compressed Sensing | CodeCode Available | 1 |
| Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models | Mar 15, 2023 | compressed sensingImage Generation | CodeCode Available | 1 |
| From Denoising to Compressed Sensing | Jun 16, 2014 | compressed sensingDenoising | CodeCode Available | 1 |
| Restoration of Non-rigidly Distorted Underwater Images using a Combination of Compressive Sensing and Local Polynomial Image Representations | Aug 6, 2019 | compressed sensingCompressive Sensing | CodeCode Available | 1 |
| Leveraging Memory Effects and Gradient Information in Consensus-Based Optimization: On Global Convergence in Mean-Field Law | Nov 22, 2022 | compressed sensing | CodeCode Available | 1 |
| Low-Dose CT Reconstruction Using Deep Generative Regularization Prior | Dec 11, 2020 | compressed sensingCT Reconstruction | CodeCode Available | 1 |
| MRI Reconstruction via Cascaded Channel-wise Attention Network | Oct 18, 2018 | compressed sensingMRI Reconstruction | CodeCode Available | 1 |
| MRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning | Apr 3, 2020 | compressed sensingDeep Reinforcement Learning | CodeCode Available | 1 |
| A hybrid approach to seismic deblending: when physics meets self-supervision | May 30, 2022 | compressed sensingDenoising | —Unverified | 0 |
| A Homotopy Coordinate Descent Optimization Method for l_0-Norm Regularized Least Square Problem | Nov 13, 2020 | compressed sensing | —Unverified | 0 |
| Adaptive and Fast Combined Waveform-Beamforming Design for mmWave Automotive Joint Communication-Radar | Sep 6, 2020 | Autonomous Drivingcompressed sensing | —Unverified | 0 |
| A Half-Space Stochastic Projected Gradient Method for Group Sparsity Regularization | Jan 1, 2021 | compressed sensingfeature selection | —Unverified | 0 |
| Aggregated Network for Massive MIMO CSI Feedback | Jan 17, 2021 | compressed sensingvalid | —Unverified | 0 |
| Accelerating cardiac cine MRI using a deep learning-based ESPIRiT reconstruction | Nov 13, 2019 | compressed sensingImage Reconstruction | —Unverified | 0 |
| A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival Estimation | Sep 21, 2015 | compressed sensingCompressive Sensing | —Unverified | 0 |
| A fast nonconvex Compressed Sensing algorithm for highly low-sampled MR images reconstruction | Nov 29, 2017 | compressed sensing | —Unverified | 0 |
| A Fast Method for Lasso and Logistic Lasso | Feb 4, 2024 | compressed sensingregression | —Unverified | 0 |
| Activity Detection for Massive Random Access using Covariance-based Matching Pursuit | May 4, 2024 | Action DetectionActivity Detection | —Unverified | 0 |
| Active Sensing of Social Networks | Jan 21, 2016 | compressed sensing | —Unverified | 0 |
| Adversarial Robust Low Rank Matrix Estimation: Compressed Sensing and Matrix Completion | Oct 25, 2020 | compressed sensingMatrix Completion | —Unverified | 0 |
