| 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 |
| 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 |
| Hyperspectral Image Reconstruction Using Deep External and Internal Learning | 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 |
| 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 |
| Manifold Modeling in Embedded Space: A Perspective for Interpreting "Deep Image Prior" | Sep 25, 2019 | DecoderDenoising | —Unverified | 0 |
| MIST: Multiple Instance Spatial Transformer Networks | 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 |
| PILOT: Physics-Informed Learned Optimized Trajectories for Accelerated MRI | Sep 12, 2019 | DiagnosticImage Reconstruction | CodeCode Available | 0 |
| JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video | Sep 10, 2019 | Image ReconstructionInverse-Tone-Mapping | CodeCode Available | 0 |
| Inducing Hierarchical Compositional Model by Sparsifying Generator Network | Sep 10, 2019 | Image GenerationImage Reconstruction | —Unverified | 0 |
| Faster and Accurate Classification for JPEG2000 Compressed Images in Networked Applications | Sep 4, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Plug-and-Play Prior for Parallel MRI Reconstruction | Aug 30, 2019 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Improving Self-Supervised Single View Depth Estimation by Masking Occlusion | Aug 29, 2019 | Depth And Camera MotionDepth Estimation | CodeCode Available | 0 |
| Real-time interactive magnetic resonance (MR) temperature imaging in both aqueous and adipose tissues using cascaded deep neural networks for MR-guided focused ultrasound surgery (MRgFUS) | Aug 29, 2019 | Image Reconstruction | —Unverified | 0 |
| Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging | Aug 28, 2019 | Image ReconstructionMotion Estimation | —Unverified | 0 |
| Accelerated Motion-Aware MR Imaging via Motion Prediction from K-Space Center | Aug 26, 2019 | Image Reconstructionmotion prediction | —Unverified | 0 |
| Machine-learning enables Image Reconstruction and Classification in a "see-through" camera | Aug 25, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
