| Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines | Jan 4, 2021 | Autonomous DrivingEnsemble Learning | CodeCode Available | 0 |
| A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron Microscopy | Jan 1, 2021 | DecoderImage Reconstruction | CodeCode Available | 0 |
| NeuSpike-Net: High Speed Video Reconstruction via Bio-Inspired Neuromorphic Cameras | Jan 1, 2021 | Image ReconstructionVideo Reconstruction | —Unverified | 0 |
| Road Anomaly Detection by Partial Image Reconstruction With Segmentation Coupling | Jan 1, 2021 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Event Stream Super-Resolution via Spatiotemporal Constraint Learning | Jan 1, 2021 | Image ReconstructionPhilosophy | —Unverified | 0 |
| Empirical Studies on the Convergence of Feature Spaces in Deep Learning | Jan 1, 2021 | Image ReconstructionSelf-Supervised Learning | —Unverified | 0 |
| Data augmentation for deep learning based accelerated MRI reconstruction | Jan 1, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Private Image Reconstruction from System Side Channels Using Generative Models | Jan 1, 2021 | CPUImage Reconstruction | CodeCode Available | 0 |
| Sparse Recovery via Bootstrapping: Collaborative or Independent? | Jan 1, 2021 | Image Reconstructionregression | —Unverified | 0 |
| Visibility Interpolation in Solar Hard X-ray Imaging: Application to RHESSI and STIX | Dec 27, 2020 | Image Reconstruction | —Unverified | 0 |
| Parallel-beam X-ray CT datasets of apples with internal defects and label balancing for machine learning | Dec 24, 2020 | Defect DetectionImage Reconstruction | CodeCode Available | 0 |
| Focal Frequency Loss for Image Reconstruction and Synthesis | Dec 23, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Deep learning-based virtual refocusing of images using an engineered point-spread function | Dec 22, 2020 | Image Reconstruction | —Unverified | 0 |
| Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image Reconstruction | Dec 22, 2020 | De-aliasingImage Reconstruction | CodeCode Available | 1 |
| Taming Transformers for High-Resolution Image Synthesis | Dec 17, 2020 | DeepFake DetectionImage Generation | CodeCode Available | 1 |
| SAR Image Autofocusing using Wirtinger calculus and Cauchy regularization | Dec 17, 2020 | Image Reconstruction | —Unverified | 0 |
| Deep learning for fast MR imaging: a review for learning reconstruction from incomplete k-space data | Dec 15, 2020 | Image Reconstruction | —Unverified | 0 |
| Reconstructing unseen modalities and pathology with an efficient Recurrent Inference Machine | Dec 14, 2020 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces | Dec 12, 2020 | Image ReconstructionInverse Rendering | —Unverified | 0 |
| Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction | Dec 9, 2020 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 |
| Machine Learning in Magnetic Resonance Imaging: Image Reconstruction | Dec 9, 2020 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Color Image Restoration Exploiting Inter-channel Correlation with a 3-stage CNN | Dec 8, 2020 | Color Image DenoisingDemosaicking | CodeCode Available | 0 |
| Bayesian Image Reconstruction using Deep Generative Models | Dec 8, 2020 | Image DenoisingImage Inpainting | CodeCode Available | 1 |
| Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization | Dec 7, 2020 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| A Jointed Feature Fusion Framework for Photoacoustic Reconstruction | Dec 4, 2020 | Image ReconstructionPosition | —Unverified | 0 |
