| Modeling Mask Uncertainty in Hyperspectral Image Reconstruction | Dec 31, 2021 | Bilevel OptimizationImage Reconstruction | CodeCode Available | 1 |
| ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral Tomography | Dec 21, 2021 | 3D ReconstructionComputed Tomography (CT) | CodeCode Available | 1 |
| Towards End-to-End Image Compression and Analysis with Transformers | Dec 17, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| Learned Half-Quadratic Splitting Network for MR Image Reconstruction | Dec 17, 2021 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| Formulating Event-based Image Reconstruction as a Linear Inverse Problem with Deep Regularization using Optical Flow | Dec 12, 2021 | DemosaickingDenoising | CodeCode Available | 1 |
| Specificity-Preserving Federated Learning for MR Image Reconstruction | Dec 9, 2021 | Federated LearningImage Reconstruction | CodeCode Available | 1 |
| Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction | Nov 30, 2021 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Human Pose Manipulation and Novel View Synthesis using Differentiable Rendering | Nov 24, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 |
| L-Verse: Bidirectional Generation Between Image and Text | Nov 22, 2021 | Image CaptioningImage Generation | CodeCode Available | 1 |
| SUB-Depth: Self-distillation and Uncertainty Boosting Self-supervised Monocular Depth Estimation | Nov 18, 2021 | Depth EstimationImage Reconstruction | CodeCode Available | 1 |
| SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision | Nov 10, 2021 | Autonomous DrivingImage Reconstruction | CodeCode Available | 1 |
| Efficient approximation of Jacobian matrices involving a non-uniform fast Fourier transform (NUFFT) | Nov 4, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| TranSMS: Transformers for Super-Resolution Calibration in Magnetic Particle Imaging | Nov 3, 2021 | Image ReconstructionSuper-Resolution | CodeCode Available | 1 |
| An Arbitrary Scale Super-Resolution Approach for 3D MR Images via Implicit Neural Representation | Oct 27, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Self-Validation: Early Stopping for Single-Instance Deep Generative Priors | Oct 23, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Deep multi-modal aggregation network for MR image reconstruction with auxiliary modality | Oct 15, 2021 | Image Reconstruction | CodeCode Available | 1 |
| Vector-quantized Image Modeling with Improved VQGAN | Oct 9, 2021 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Self-Supervised Learning for MRI Reconstruction with a Parallel Network Training Framework | Sep 26, 2021 | Image ReconstructionModel Optimization | CodeCode Available | 1 |
| Image Compression with Recurrent Neural Network and Generalized Divisive Normalization | Sep 5, 2021 | DecoderImage Compression | CodeCode Available | 1 |
| Digging into Uncertainty in Self-supervised Multi-view Stereo | Aug 30, 2021 | Image ReconstructionSelf-Supervised Learning | CodeCode Available | 1 |
| 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 |
| Improving generative adversarial network inversion via fine-tuning GAN encoders | Aug 23, 2021 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 1 |
| 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 |
