| Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model | Dec 1, 2022 | Colorizationcompressed sensing | CodeCode Available | 4 | 5 |
| Practical Compact Deep Compressed Sensing | Nov 20, 2024 | compressed sensing | CodeCode Available | 2 | 5 |
| Advancing MRI Reconstruction: A Systematic Review of Deep Learning and Compressed Sensing Integration | Jan 24, 2025 | compressed sensingFederated Learning | CodeCode Available | 2 | 5 |
| Invertible Diffusion Models for Compressed Sensing | Mar 25, 2024 | compressed sensingGPU | CodeCode Available | 2 | 5 |
| Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching | May 29, 2024 | compressed sensingDeblurring | CodeCode Available | 2 | 5 |
| vSHARP: variable Splitting Half-quadratic Admm algorithm for Reconstruction of inverse-Problems | Sep 18, 2023 | compressed sensingMRI Reconstruction | CodeCode Available | 2 | 5 |
| LeanVAE: An Ultra-Efficient Reconstruction VAE for Video Diffusion Models | Mar 18, 2025 | compressed sensingVideo Generation | CodeCode Available | 2 | 5 |
| Deep MRI Reconstruction with Radial Subsampling | Aug 17, 2021 | compressed sensingDiagnostic | CodeCode Available | 1 | 5 |
| Deep Learning-Enabled One-Bit DoA Estimation | May 15, 2024 | compressed sensingDeep Learning | CodeCode Available | 1 | 5 |
| Deep Physics-Guided Unrolling Generalization for Compressed Sensing | Jul 18, 2023 | compressed sensingImage Compressed Sensing | CodeCode Available | 1 | 5 |
| Quantized Compressed Sensing with Score-based Generative Models | Nov 2, 2022 | compressed sensingQuantization | CodeCode Available | 1 | 5 |
| Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization | Mar 2, 2021 | compressed sensingDeep Learning | CodeCode Available | 1 | 5 |
| Deep Low-rank plus Sparse Network for Dynamic MR Imaging | Oct 26, 2020 | compressed sensingMRI Reconstruction | CodeCode Available | 1 | 5 |
| Deep Manifold Learning for Dynamic MR Imaging | Mar 9, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 | 5 |
| ContextMRI: Enhancing Compressed Sensing MRI through Metadata Conditioning | Jan 8, 2025 | Anatomycompressed sensing | CodeCode Available | 1 | 5 |
| Compressive MRI quantification using convex spatiotemporal priors and deep auto-encoders | Jan 23, 2020 | compressed sensingPhysical Simulations | CodeCode Available | 1 | 5 |
| Deep, Deep Learning with BART | Feb 28, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Compressed sensing of low-rank plus sparse matrices | Jul 18, 2020 | compressed sensingMatrix Completion | CodeCode Available | 1 | 5 |
| Compressed Sensing using Generative Models | Mar 9, 2017 | compressed sensing | CodeCode Available | 1 | 5 |
| Computing Multiple Image Reconstructions with a Single Hypernetwork | Feb 22, 2022 | compressed sensingDenoising | CodeCode Available | 1 | 5 |
| Content-aware Scalable Deep Compressed Sensing | Jul 19, 2022 | Blockingcompressed sensing | CodeCode Available | 1 | 5 |
| Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling | Jul 11, 2024 | compressed sensingComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| ADMM-DAD net: a deep unfolding network for analysis compressed sensing | Oct 13, 2021 | compressed sensingDecoder | CodeCode Available | 1 | 5 |
| 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 | 5 |
