| 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 |
| Harnessing Sparsity over the Continuum: Atomic Norm Minimization for Super Resolution | Dec 23, 2019 | Image ReconstructionSuper-Resolution | —Unverified | 0 |
| Joint Face Super-Resolution and Deblurring Using a Generative Adversarial Network | Dec 22, 2019 | 3D Face ReconstructionDeblurring | —Unverified | 0 |
| Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition | Dec 19, 2019 | Face RecognitionImage Reconstruction | —Unverified | 0 |
| Neural Networks-based Regularization for Large-Scale Medical Image Reconstruction | Dec 19, 2019 | Image ReconstructionSSIM | —Unverified | 0 |
| Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function Networks | Dec 18, 2019 | 3D ReconstructionImage Reconstruction | —Unverified | 0 |
| Σ-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction | Dec 18, 2019 | Image EnhancementImage Reconstruction | CodeCode Available | 0 |
| Rethinking Medical Image Reconstruction via Shape Prior, Going Deeper and Faster: Deep Joint Indirect Registration and Reconstruction | Dec 16, 2019 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding | Dec 16, 2019 | Image Reconstruction | —Unverified | 0 |
| A hierarchical approach to deep learning and its application to tomographic reconstruction | Dec 16, 2019 | Computational EfficiencyComputed Tomography (CT) | —Unverified | 0 |
| Image Processing Using Multi-Code GAN Prior | Dec 15, 2019 | Blind Face RestorationColorization | CodeCode Available | 0 |
| RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction | Dec 11, 2019 | compressed sensingDe-aliasing | —Unverified | 0 |
| Σ-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction | Dec 11, 2019 | Image ReconstructionSensitivity | CodeCode Available | 0 |
| Deep Efficient End-to-end Reconstruction (DEER) Network for Few-view Breast CT Image Reconstruction | Dec 9, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Learning Disentangled Representations via Mutual Information Estimation | Dec 9, 2019 | DisentanglementGeneral Classification | CodeCode Available | 0 |
| Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR) | Dec 7, 2019 | Computational EfficiencyImage Reconstruction | CodeCode Available | 1 |
| Learning to Super Resolve Intensity Images from Events | Dec 3, 2019 | Image ReconstructionSuper-Resolution | CodeCode Available | 0 |
| EventGAN: Leveraging Large Scale Image Datasets for Event Cameras | Dec 3, 2019 | 2D Human Pose EstimationImage Reconstruction | CodeCode Available | 0 |
| Pyramid Convolutional RNN for MRI Image Reconstruction | Dec 2, 2019 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Texture Hallucination for Large-Factor Painting Super-Resolution | Dec 1, 2019 | 4kHallucination | —Unverified | 0 |
| Bat-G net: Bat-inspired High-Resolution 3D Image Reconstruction using Ultrasonic Echoes | Dec 1, 2019 | 3D ReconstructionDecoder | —Unverified | 0 |
