| Entropy-Based Doppler Centroid Estimation and Speckle Noise Reduction for Spaceborne SAR Imaging | Aug 17, 2020 | Image Reconstruction | —Unverified | 0 |
| Homotopic Gradients of Generative Density Priors for MR Image Reconstruction | Aug 14, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Performance characterization of a novel deep learning-based MR image reconstruction pipeline | Aug 14, 2020 | DenoisingDiagnostic | —Unverified | 0 |
| Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network | Aug 12, 2020 | compressed sensingDeep Learning | —Unverified | 0 |
| TextureWGAN: Texture Preserving WGAN with MLE Regularizer for Inverse Problems | Aug 11, 2020 | Image ReconstructionSSIM | —Unverified | 0 |
| Learned Proximal Networks for Quantitative Susceptibility Mapping | Aug 11, 2020 | Image Reconstruction | CodeCode Available | 1 |
| 3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI | Aug 11, 2020 | compressed sensingDiagnostic | CodeCode Available | 0 |
| CG-SENSE revisited: Results from the first ISMRM reproducibility challenge | Aug 10, 2020 | Image ReconstructionSSIM | —Unverified | 0 |
| A model-guided deep network for limited-angle computed tomography | Aug 10, 2020 | Computed Tomography (CT)Image Reconstruction | CodeCode Available | 0 |
| Deep learning for photoacoustic imaging: a survey | Aug 10, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN | Aug 5, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Stabilizing Deep Tomographic Reconstruction | Aug 4, 2020 | Adversarial Attackcompressed sensing | —Unverified | 0 |
| Deep Parallel MRI Reconstruction Network Without Coil Sensitivities | Aug 4, 2020 | Image ReconstructionMRI Reconstruction | CodeCode Available | 0 |
| Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data | Aug 4, 2020 | compressed sensingDeep Learning | —Unverified | 0 |
| The pursuit of beauty: Converting image labels to meaningful vectors | Aug 3, 2020 | Image Reconstruction | —Unverified | 0 |
| Physics-based Feature Dehazing Networks | Aug 1, 2020 | DecoderImage Dehazing | —Unverified | 0 |
| 3PointTM: Faster Measurement of High-Dimensional Transmission Matrices | Aug 1, 2020 | Image ReconstructionRetrieval | —Unverified | 0 |
| Dynamic Low-light Imaging with Quanta Image Sensors | Aug 1, 2020 | DenoisingImage Reconstruction | —Unverified | 0 |
| Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing | Aug 1, 2020 | Compressive SensingDeep Learning | CodeCode Available | 1 |
| On the unreasonable effectiveness of CNNs | Jul 29, 2020 | Image Reconstruction | —Unverified | 0 |
| Image-Based Benchmarking and Visualization for Large-Scale Global Optimization | Jul 24, 2020 | BenchmarkingDimensionality Reduction | —Unverified | 0 |
| Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction | Jul 22, 2020 | Image Reconstruction | —Unverified | 0 |
| Active MR k-space Sampling with Reinforcement Learning | Jul 20, 2020 | Image Reconstructionreinforcement-learning | CodeCode Available | 1 |
| Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation | Jul 19, 2020 | Image ReconstructionOrgan Segmentation | —Unverified | 0 |
| DDR-ID: Dual Deep Reconstruction Networks Based Image Decomposition for Anomaly Detection | Jul 18, 2020 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 |
