| Total Deep Variation for Linear Inverse Problems | Jan 14, 2020 | Image ReconstructionImage Restoration | CodeCode Available | 1 |
| A Two-step-training Deep Learning Framework for Real-time Computational Imaging without Physics Priors | Jan 10, 2020 | Image Reconstruction | —Unverified | 0 |
| Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach | Jan 9, 2020 | Facial Landmark DetectionImage Reconstruction | —Unverified | 0 |
| Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning | Jan 8, 2020 | Deep LearningDenoising | —Unverified | 0 |
| DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction | Jan 8, 2020 | DecoderImage Reconstruction | CodeCode Available | 1 |
| A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy | Jan 7, 2020 | Dimensionality ReductionImage Reconstruction | —Unverified | 0 |
| Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge | Jan 6, 2020 | BIG-bench Machine LearningImage Reconstruction | —Unverified | 0 |
| SoftAdapt: Techniques for Adaptive Loss Weighting of Neural Networks with Multi-Part Loss Functions | Dec 27, 2019 | Image ReconstructionSynthetic Data Generation | CodeCode Available | 1 |
| ODE-based Deep Network for MRI Reconstruction | Dec 27, 2019 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| FHDR: HDR Image Reconstruction from a Single LDR Image using Feedback Network | Dec 24, 2019 | Image GenerationImage Reconstruction | CodeCode Available | 0 |
