| Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning | Jun 14, 2022 | compressed sensingComputed Tomography (CT) | 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 |
| Neurally Augmented ALISTA | Oct 5, 2020 | compressed sensing | CodeCode Available | 1 |
| Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data | Jul 29, 2020 | compressed sensingRolling Shutter Correction | CodeCode Available | 1 |
| Preconditioned training of normalizing flows for variational inference in inverse problems | Jan 11, 2021 | compressed sensingVariational Inference | CodeCode Available | 1 |
| Projection & Probability-Driven Black-Box Attack | May 8, 2020 | compressed sensing | CodeCode Available | 1 |
| Real-Time Compressed Sensing for Joint Hyperspectral Image Transmission and Restoration for CubeSat | Apr 24, 2024 | compressed sensingDecoder | CodeCode Available | 1 |
| ReconResNet: Regularised Residual Learning for MR Image Reconstruction of Undersampled Cartesian and Radial Data | Mar 16, 2021 | compressed sensingImage Reconstruction | 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 |
| Robust Compressed Sensing MRI with Deep Generative Priors | Aug 3, 2021 | compressed sensing | CodeCode Available | 1 |
| Self-supervised deep image restoration via adaptive stochastic gradient Langevin dynamics | Jun 19, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Self-Supervised Scalable Deep Compressed Sensing | Aug 26, 2023 | compressed sensing | CodeCode Available | 1 |
| Compressive MRI quantification using convex spatiotemporal priors and deep auto-encoders | Jan 23, 2020 | compressed sensingPhysical Simulations | CodeCode Available | 1 |
| Deep Learning-Enabled One-Bit DoA Estimation | May 15, 2024 | compressed sensingDeep Learning | 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 Low-rank plus Sparse Network for Dynamic MR Imaging | Oct 26, 2020 | compressed sensingMRI Reconstruction | 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 |
| Efficient approximation of Jacobian matrices involving a non-uniform fast Fourier transform (NUFFT) | Nov 4, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
