| Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model | Dec 1, 2022 | Colorizationcompressed sensing | CodeCode Available | 4 |
| LeanVAE: An Ultra-Efficient Reconstruction VAE for Video Diffusion Models | Mar 18, 2025 | compressed sensingVideo Generation | CodeCode Available | 2 |
| Advancing MRI Reconstruction: A Systematic Review of Deep Learning and Compressed Sensing Integration | Jan 24, 2025 | compressed sensingFederated Learning | CodeCode Available | 2 |
| Practical Compact Deep Compressed Sensing | Nov 20, 2024 | compressed sensing | CodeCode Available | 2 |
| Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching | May 29, 2024 | compressed sensingDeblurring | CodeCode Available | 2 |
| Invertible Diffusion Models for Compressed Sensing | Mar 25, 2024 | compressed sensingGPU | CodeCode Available | 2 |
| vSHARP: variable Splitting Half-quadratic Admm algorithm for Reconstruction of inverse-Problems | Sep 18, 2023 | compressed sensingMRI Reconstruction | CodeCode Available | 2 |
| ContextMRI: Enhancing Compressed Sensing MRI through Metadata Conditioning | Jan 8, 2025 | Anatomycompressed sensing | CodeCode Available | 1 |
| GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention | Jul 19, 2024 | compressed sensingDenoising | CodeCode Available | 1 |
| Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling | Jul 11, 2024 | compressed sensingComputed Tomography (CT) | CodeCode Available | 1 |
| Deep Learning-Enabled One-Bit DoA Estimation | May 15, 2024 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Real-Time Compressed Sensing for Joint Hyperspectral Image Transmission and Restoration for CubeSat | Apr 24, 2024 | compressed sensingDecoder | CodeCode Available | 1 |
| Graph Image Prior for Unsupervised Dynamic Cardiac Cine MRI Reconstruction | Mar 23, 2024 | compressed sensingImage Generation | CodeCode Available | 1 |
| Self-Supervised Scalable Deep Compressed Sensing | Aug 26, 2023 | compressed sensing | 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 |
| Motion-robust free-running volumetric cardiovascular MRI | Aug 4, 2023 | compressed sensingSSIM | CodeCode Available | 1 |
| Deep Physics-Guided Unrolling Generalization for Compressed Sensing | Jul 18, 2023 | compressed sensingImage Compressed Sensing | CodeCode Available | 1 |
| Successive Linear Approximation VBI for Joint Sparse Signal Recovery and Dynamic Grid Parameters Estimation | Jul 18, 2023 | Bayesian Inferencecompressed sensing | CodeCode Available | 1 |
| Super-Resolution Radar Imaging with Sparse Arrays Using a Deep Neural Network Trained with Enhanced Virtual Data | Jun 16, 2023 | compressed sensingSuper-Resolution | CodeCode Available | 1 |
| Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models | Jun 5, 2023 | compressed sensingMRI Reconstruction | CodeCode Available | 1 |
| Ambient Diffusion: Learning Clean Distributions from Corrupted Data | May 30, 2023 | compressed sensing | CodeCode Available | 1 |
| Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models | Mar 15, 2023 | compressed sensingImage Generation | CodeCode Available | 1 |
| A Unified Framework for Soft Threshold Pruning | Feb 25, 2023 | compressed sensingScheduling | CodeCode Available | 1 |
| QCM-SGM+: Improved Quantized Compressed Sensing With Score-Based Generative Models | Feb 2, 2023 | Bayesian Inferencecompressed 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 |
