| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 |
| A Two-stage Deep Network for High Dynamic Range Image Reconstruction | Apr 19, 2021 | DenoisingExposure Correction | CodeCode Available | 0 |
| XCloud-pFISTA: A Medical Intelligence Cloud for Accelerated MRI | Apr 18, 2021 | Cloud ComputingImage Reconstruction | —Unverified | 0 |
| Algorithm-driven Advances for Scientific CT Instruments: From Model-based to Deep Learning-based Approaches | Apr 16, 2021 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Maximum Entropy Auto-Encoding | Apr 13, 2021 | Image Reconstruction | —Unverified | 0 |
| SRR-Net: A Super-Resolution-Involved Reconstruction Method for High Resolution MR Imaging | Apr 13, 2021 | Image ReconstructionImage Super-Resolution | —Unverified | 0 |
| Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction | Apr 12, 2021 | Image Reconstruction | CodeCode Available | 1 |
| Blind Primed Supervised (BLIPS) Learning for MR Image Reconstruction | Apr 11, 2021 | Dictionary LearningImage Reconstruction | CodeCode Available | 0 |
| CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo | Apr 9, 2021 | Disparity EstimationImage Reconstruction | —Unverified | 0 |
| Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling | Apr 9, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Self-supervised Learning of Depth Inference for Multi-view Stereo | Apr 7, 2021 | Depth EstimationImage Reconstruction | CodeCode Available | 1 |
| Dense Dilated UNet: Deep Learning for 3D Photoacoustic Tomography Image Reconstruction | Apr 7, 2021 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Fourier Image Transformer | Apr 6, 2021 | Computed Tomography (CT)Decoder | CodeCode Available | 1 |
| Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis | Apr 1, 2021 | Image ReconstructionNeRF | CodeCode Available | 1 |
| High-quality Low-dose CT Reconstruction Using Convolutional Neural Networks with Spatial and Channel Squeeze and Excitation | Apr 1, 2021 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Adversarially learned iterative reconstruction for imaging inverse problems | Mar 30, 2021 | Image Reconstruction | CodeCode Available | 0 |
| Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems | Mar 28, 2021 | Image Reconstruction | CodeCode Available | 0 |
| Multiple GAN Inversion for Exemplar-based Image-to-Image Translation | Mar 26, 2021 | Image ReconstructionImage-to-Image Translation | —Unverified | 0 |
| Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond | Mar 26, 2021 | compressed sensingDictionary Learning | —Unverified | 0 |
| Training a Task-Specific Image Reconstruction Loss | Mar 26, 2021 | DenoisingImage Reconstruction | —Unverified | 0 |
| Generative-Adversarial-Networks-based Ghost Recognition | Mar 25, 2021 | Image Reconstruction | —Unverified | 0 |
| PAT image reconstruction using augmented sparsity regularization with practicable tuning of regularization weight | Mar 24, 2021 | Image Reconstruction | —Unverified | 0 |
| Unsupervised Two-Stage Anomaly Detection | Mar 22, 2021 | Anomaly DetectionImage Reconstruction | —Unverified | 0 |
| MetaHDR: Model-Agnostic Meta-Learning for HDR Image Reconstruction | Mar 20, 2021 | Image ReconstructionMeta-Learning | CodeCode Available | 1 |
| Model-based Reconstruction for Single Particle Cryo-Electron Microscopy | Mar 19, 2021 | Image Reconstruction | —Unverified | 0 |
