| DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training | Sep 30, 2018 | Image Reconstruction | —Unverified | 0 |
| Channel-wise and Spatial Feature Modulation Network for Single Image Super-Resolution | Sep 28, 2018 | Image ReconstructionImage Super-Resolution | —Unverified | 0 |
| Image Reconstruction Using Deep Learning | Sep 27, 2018 | Deep LearningDenoising | —Unverified | 0 |
| Generative Adversarial Network in Medical Imaging: A Review | Sep 19, 2018 | Data AugmentationDomain Adaptation | CodeCode Available | 2 |
| An Online Plug-and-Play Algorithm for Regularized Image Reconstruction | Sep 12, 2018 | Image Reconstruction | CodeCode Available | 0 |
| Online Adaptive Image Reconstruction (OnAIR) Using Dictionary Models | Sep 6, 2018 | DenoisingImage Reconstruction | —Unverified | 0 |
| Geometry of Deep Learning for Magnetic Resonance Fingerprinting | Sep 5, 2018 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| Image computing for fibre-bundle endomicroscopy: A review | Sep 3, 2018 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Task adapted reconstruction for inverse problems | Aug 27, 2018 | Image Reconstruction | —Unverified | 0 |
| Probabilistic Graphical Modeling approach to dynamic PET direct parametric map estimation and image reconstruction | Aug 24, 2018 | Image Reconstruction | —Unverified | 0 |
| Deep Boosted Regression for MR to CT Synthesis | Aug 22, 2018 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Radon Inversion via Deep Learning | Aug 9, 2018 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Highly Accelerated Multishot EPI through Synergistic Machine Learning and Joint Reconstruction | Aug 8, 2018 | BIG-bench Machine LearningImage Reconstruction | —Unverified | 0 |
| X-GANs: Image Reconstruction Made Easy for Extreme Cases | Aug 6, 2018 | DenoisingImage Compression | —Unverified | 0 |
| Semblance: A Rank-Based Kernel on Probability Spaces for Niche Detection | Aug 6, 2018 | ClusteringGeneral Classification | —Unverified | 0 |
| Learning monocular depth estimation with unsupervised trinocular assumptions | Aug 5, 2018 | Depth EstimationImage Reconstruction | CodeCode Available | 0 |
| The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling | Aug 3, 2018 | compressed sensingComputational Efficiency | —Unverified | 0 |
| The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution | Jul 31, 2018 | General ClassificationImage Reconstruction | CodeCode Available | 1 |
| Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks | Jul 27, 2018 | Image Reconstruction | —Unverified | 0 |
| Image Reconstruction via Variational Network for Real-Time Hand-Held Sound-Speed Imaging | Jul 19, 2018 | Image ReconstructionRolling Shutter Correction | —Unverified | 0 |
| Optimal Physical Preprocessing for Example-Based Super-Resolution | Jul 12, 2018 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Complex Fully Convolutional Neural Networks for MR Image Reconstruction | Jul 9, 2018 | Image Reconstruction | —Unverified | 0 |
| Deep Back Projection for Sparse-View CT Reconstruction | Jul 6, 2018 | CT ReconstructionImage Reconstruction | —Unverified | 0 |
| Learning Personalized Representation for Inverse Problems in Medical Imaging Using Deep Neural Network | Jul 4, 2018 | DenoisingImage Denoising | —Unverified | 0 |
| Towards real-time unsupervised monocular depth estimation on CPU | Jun 29, 2018 | Autonomous NavigationCPU | CodeCode Available | 1 |
