| Fast Enhanced CT Metal Artifact Reduction using Data Domain Deep Learning | Apr 9, 2019 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| End-to-End Learning-Based Ultrasound Reconstruction | Apr 9, 2019 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Controlling Neural Networks via Energy Dissipation | Apr 5, 2019 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Accurate and Fast reconstruction of Porous Media from Extremely Limited Information Using Conditional Generative Adversarial Network | Apr 4, 2019 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning | Apr 4, 2019 | BIG-bench Machine LearningComputed Tomography (CT) | —Unverified | 0 |
| Scene Graph Generation with External Knowledge and Image Reconstruction | Apr 1, 2019 | Graph GenerationImage Reconstruction | —Unverified | 0 |
| Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction | Apr 1, 2019 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Imaging cytometry without image reconstruction (ghost cytometry) | Mar 27, 2019 | Image Reconstruction | —Unverified | 0 |
| Single-pixel imaging with origami pattern construction | Mar 27, 2019 | Image Reconstruction | —Unverified | 0 |
| Transform Learning for Magnetic Resonance Image Reconstruction: From Model-based Learning to Building Neural Networks | Mar 25, 2019 | Clusteringcompressed sensing | —Unverified | 0 |
| PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain | Mar 25, 2019 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 0 |
| Color Filter Arrays for Quanta Image Sensors | Mar 23, 2019 | Image ReconstructionSensitivity | —Unverified | 0 |
| Fast Bayesian Uncertainty Estimation and Reduction of Batch Normalized Single Image Super-Resolution Network | Mar 22, 2019 | Adversarial DefenseImage Reconstruction | CodeCode Available | 0 |
| Megapixel Photon-Counting Color Imaging using Quanta Image Sensor | Mar 21, 2019 | DemosaickingDenoising | —Unverified | 0 |
| Convolutional Sparse Coding for Compressed Sensing CT Reconstruction | Mar 20, 2019 | compressed sensingComputed Tomography (CT) | —Unverified | 0 |
| Implicit Generation and Generalization in Energy-Based Models | Mar 20, 2019 | General ClassificationImage Reconstruction | CodeCode Available | 0 |
| Plug and play methods for magnetic resonance imaging (long version) | Mar 20, 2019 | DenoisingDiagnostic | —Unverified | 0 |
| An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves | Mar 8, 2019 | BIG-bench Machine LearningClassification Of Variable Stars | —Unverified | 0 |
| Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences | Mar 5, 2019 | DecoderImage Reconstruction | CodeCode Available | 0 |
| Gated Context Model with Embedded Priors for Deep Image Compression | Feb 27, 2019 | DecoderImage Compression | —Unverified | 0 |
| Dynamic Cell Imaging in PET with Optimal Transport Regularization | Feb 20, 2019 | Cell TrackingImage Reconstruction | —Unverified | 0 |
| Image Reconstruction from Undersampled Confocal Microscopy Data using Multiresolution Based Maximum Entropy Regularization | Feb 17, 2019 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Local Fourier Slice Photography | Feb 16, 2019 | Image Reconstruction | —Unverified | 0 |
| Breast Cancer: Model Reconstruction and Image Registration from Segmented Deformed Image using Visual and Force based Analysis | Feb 14, 2019 | Image ReconstructionImage Registration | —Unverified | 0 |
| On instabilities of deep learning in image reconstruction - Does AI come at a cost? | Feb 14, 2019 | Deep Learningimage-classification | CodeCode Available | 0 |
