| SUPER Learning: A Supervised-Unsupervised Framework for Low-Dose CT Image Reconstruction | Oct 26, 2019 | ClusteringImage Reconstruction | —Unverified | 0 |
| Uncertainty Quantification with Generative Models | Oct 22, 2019 | Image ReconstructionUncertainty Quantification | CodeCode Available | 0 |
| Wasserstein GANs for MR Imaging: from Paired to Unpaired Training | Oct 15, 2019 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Regularized Sparse Gaussian Processes | Oct 13, 2019 | Facial Expression Recognition (FER)Gaussian Processes | —Unverified | 0 |
| Improved Material Decomposition with a Two-step Regularization for spectral CT | Oct 11, 2019 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation | Oct 11, 2019 | Image ReconstructionImage Segmentation | —Unverified | 0 |
| Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion | Oct 9, 2019 | DenoisingImage Denoising | —Unverified | 0 |
| The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion | Oct 4, 2019 | Image ReconstructionLow-Rank Matrix Completion | —Unverified | 0 |
| Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking | Oct 2, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Improving Sample Efficiency in Model-Free Reinforcement Learning from Images | Oct 2, 2019 | Image ReconstructionMuJoCo | CodeCode Available | 1 |
| Hyperspectral Image Reconstruction Using Deep External and Internal Learning | Oct 1, 2019 | Image Reconstruction | —Unverified | 0 |
| CIIDefence: Defeating Adversarial Attacks by Fusing Class-Specific Image Inpainting and Image Denoising | Oct 1, 2019 | DenoisingImage Denoising | —Unverified | 0 |
| Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery | Oct 1, 2019 | Image Reconstruction | —Unverified | 0 |
| Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior | Oct 1, 2019 | Image Reconstruction | —Unverified | 0 |
| Facial Expression Recognition Using Disentangled Adversarial Learning | Sep 28, 2019 | DecoderFacial Expression Recognition | —Unverified | 0 |
| Learning to Have an Ear for Face Super-Resolution | Sep 27, 2019 | Audio Super-ResolutionFace Reconstruction | —Unverified | 0 |
| MIST: Multiple Instance Spatial Transformer Networks | Sep 25, 2019 | Image Reconstruction | —Unverified | 0 |
| Manifold Modeling in Embedded Space: A Perspective for Interpreting "Deep Image Prior" | Sep 25, 2019 | DecoderDenoising | —Unverified | 0 |
| Deep-learning-based Breast CT for Radiation Dose Reduction | Sep 25, 2019 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction | Sep 25, 2019 | Image Reconstruction | —Unverified | 0 |
| pISTA-SENSE-ResNet for Parallel MRI Reconstruction | Sep 24, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Model-Based and Data-Driven Strategies in Medical Image Computing | Sep 23, 2019 | Image ReconstructionTransfer Learning | —Unverified | 0 |
| Infusing Learned Priors into Model-Based Multispectral Imaging | Sep 20, 2019 | DenoisingImage Reconstruction | —Unverified | 0 |
| Perceptual Image Anomaly Detection | Sep 12, 2019 | Anomaly DetectionImage Reconstruction | CodeCode Available | 1 |
| PILOT: Physics-Informed Learned Optimized Trajectories for Accelerated MRI | Sep 12, 2019 | DiagnosticImage Reconstruction | CodeCode Available | 0 |
