| Solving Inverse Problems With Deep Neural Networks -- Robustness Included? | Nov 9, 2020 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Adversarial Robust Training of Deep Learning MRI Reconstruction Models | Oct 30, 2020 | Deep LearningImage Reconstruction | 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 |
| Face Hallucination via Split-Attention in Split-Attention Network | Oct 22, 2020 | Face DetectionFace Hallucination | CodeCode Available | 1 |
| XPDNet for MRI Reconstruction: an application to the 2020 fastMRI challenge | Oct 15, 2020 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| Physics-based Reconstruction Methods for Magnetic Resonance Imaging | Oct 3, 2020 | Image Reconstruction | CodeCode Available | 1 |
| Deep Learning in Photoacoustic Tomography: Current approaches and future directions | Sep 16, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| Unsupervised MRI Reconstruction with Generative Adversarial Networks | Aug 29, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging | Aug 28, 2020 | Image Reconstruction | CodeCode Available | 1 |
| Homotopic Gradients of Generative Density Priors for MR Image Reconstruction | Aug 14, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Learned Proximal Networks for Quantitative Susceptibility Mapping | Aug 11, 2020 | Image Reconstruction | CodeCode Available | 1 |
| 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 |
| Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing | Aug 1, 2020 | Compressive SensingDeep Learning | CodeCode Available | 1 |
| Active MR k-space Sampling with Reinforcement Learning | Jul 20, 2020 | Image Reconstructionreinforcement-learning | CodeCode Available | 1 |
| Accelerated MRI with Un-trained Neural Networks | Jul 6, 2020 | compressed sensingDecoder | CodeCode Available | 1 |
| Gradient Origin Networks | Jul 6, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| HDR-GAN: HDR Image Reconstruction from Multi-Exposed LDR Images with Large Motions | Jul 3, 2020 | HDR ReconstructionImage Reconstruction | CodeCode Available | 1 |
| Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis | Jul 2, 2020 | DenoisingImage Denoising | CodeCode Available | 1 |
| Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion | Jul 2, 2020 | Cloud RemovalEarth Observation | CodeCode Available | 1 |
| End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images | Jun 29, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Exploiting Non-Local Priors via Self-Convolution For Highly-Efficient Image Restoration | Jun 24, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Probabilistic Autoencoder | Jun 9, 2020 | Bayesian InferenceDenoising | CodeCode Available | 1 |
| Learning to do multiframe wavefront sensing unsupervisedly: applications to blind deconvolution | Jun 2, 2020 | Image Reconstruction | CodeCode Available | 1 |
| Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature Fusion | Jun 1, 2020 | Blind Face RestorationImage Reconstruction | CodeCode Available | 1 |
