| FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging | Sep 20, 2021 | FairnessImage Reconstruction | —Unverified | 0 |
| A review and experimental evaluation of deep learning methods for MRI reconstruction | Sep 17, 2021 | compressed sensingDeep Learning | —Unverified | 0 |
| Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys | Sep 15, 2021 | Anatomycompressed sensing | —Unverified | 0 |
| Image Compression with Recurrent Neural Network and Generalized Divisive Normalization | Sep 5, 2021 | DecoderImage Compression | CodeCode Available | 1 |
| Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction | Sep 3, 2021 | Decision MakingDemosaicking | —Unverified | 0 |
| Direct PET Image Reconstruction Incorporating Deep Image Prior and a Forward Projection Model | Sep 2, 2021 | Image Reconstruction | —Unverified | 0 |
| Digging into Uncertainty in Self-supervised Multi-view Stereo | Aug 30, 2021 | Image ReconstructionSelf-Supervised Learning | CodeCode Available | 1 |
| Deep learning based dictionary learning and tomographic image reconstruction | Aug 26, 2021 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts | Aug 26, 2021 | Continual LearningImage Reconstruction | CodeCode Available | 1 |
| NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction | Aug 24, 2021 | Image ReconstructionRepresentation Learning | CodeCode Available | 1 |
| SwinIR: Image Restoration Using Swin Transformer | Aug 23, 2021 | Color Image DenoisingDenoising | CodeCode Available | 3 |
| Improving generative adversarial network inversion via fine-tuning GAN encoders | Aug 23, 2021 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 1 |
| Sparse regularization with a non-convex penalty for SAR imaging and autofocusing | Aug 22, 2021 | Image Reconstruction | —Unverified | 0 |
| Regularizing Instabilities in Image Reconstruction Arising from Learned Denoisers | Aug 21, 2021 | Image ReconstructionRolling Shutter Correction | —Unverified | 0 |
| Neural Photofit: Gaze-based Mental Image Reconstruction | Aug 17, 2021 | DecoderImage Reconstruction | —Unverified | 0 |
| Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory | Aug 17, 2021 | image-classificationImage Classification | —Unverified | 0 |
| 0.8% Nyquist computational ghost imaging via non-experimental deep learning | Aug 17, 2021 | 3D Face Modelling | —Unverified | 0 |
| A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging | Aug 17, 2021 | Compressive SensingComputational Efficiency | CodeCode Available | 1 |
| Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild | Aug 15, 2021 | Image ReconstructionSpectral Reconstruction | CodeCode Available | 1 |
| UMFA: A photorealistic style transfer method based on U-Net and multi-layer feature aggregation | Aug 13, 2021 | DecoderImage Reconstruction | —Unverified | 0 |
| SAR image matching algorithm based on multi-class features | Aug 13, 2021 | AttributeImage Reconstruction | —Unverified | 0 |
| Is Differentiable Architecture Search truly a One-Shot Method? | Aug 12, 2021 | Hyperparameter Optimizationimage-classification | —Unverified | 0 |
| Towards Top-Down Just Noticeable Difference Estimation of Natural Images | Aug 11, 2021 | Image CompressionImage Reconstruction | CodeCode Available | 1 |
| Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future | Aug 10, 2021 | BIG-bench Machine LearningHybrid Machine Learning | —Unverified | 0 |
| Towards to Robust and Generalized Medical Image Segmentation Framework | Aug 9, 2021 | Image ReconstructionImage Segmentation | CodeCode Available | 1 |
