| Supervised learning of analysis-sparsity priors with automatic differentiation | Dec 15, 2021 | DenoisingImage Reconstruction | —Unverified | 0 |
| Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains | Dec 13, 2021 | Domain AdaptationImage Quality Assessment | —Unverified | 0 |
| Formulating Event-based Image Reconstruction as a Linear Inverse Problem with Deep Regularization using Optical Flow | Dec 12, 2021 | DemosaickingDenoising | CodeCode Available | 1 |
| Measuring Complexity of Learning Schemes Using Hessian-Schatten Total Variation | Dec 12, 2021 | Image Reconstruction | CodeCode Available | 0 |
| Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information | Dec 10, 2021 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Specificity-Preserving Federated Learning for MR Image Reconstruction | Dec 9, 2021 | Federated LearningImage Reconstruction | CodeCode Available | 1 |
| Embedding Gradient-based Optimization in Image Registration Networks | Dec 7, 2021 | Image ReconstructionImage Registration | CodeCode Available | 0 |
| Ghost Imaging Based on Recurrent Neural Network | Dec 1, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| 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 |
| Deep Auto-encoder with Neural Response | Nov 30, 2021 | DecoderImage Reconstruction | —Unverified | 0 |
| Multi-domain Integrative Swin Transformer network for Sparse-View Tomographic Reconstruction | Nov 28, 2021 | Image Reconstruction | —Unverified | 0 |
| Projected Multi-Agent Consensus Equilibrium for Ptychographic Image Reconstruction | Nov 28, 2021 | Image Reconstruction | —Unverified | 0 |
| Human Pose Manipulation and Novel View Synthesis using Differentiable Rendering | Nov 24, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 |
| An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction | Nov 23, 2021 | CT ReconstructionImage Reconstruction | CodeCode Available | 0 |
| Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields | Nov 23, 2021 | Image ReconstructionNeRF | —Unverified | 0 |
| A Probabilistic Deep Image Prior over Image Space | Nov 22, 2021 | Image Reconstruction | —Unverified | 0 |
| L-Verse: Bidirectional Generation Between Image and Text | Nov 22, 2021 | Image CaptioningImage Generation | CodeCode Available | 1 |
| Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information | Nov 21, 2021 | Audio inpaintingDeep Learning | —Unverified | 0 |
| SUB-Depth: Self-distillation and Uncertainty Boosting Self-supervised Monocular Depth Estimation | Nov 18, 2021 | Depth EstimationImage Reconstruction | CodeCode Available | 1 |
| Reference-based Magnetic Resonance Image Reconstruction Using Texture Transformer | Nov 18, 2021 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Single-pass Object-adaptive Data Undersampling and Reconstruction for MRI | Nov 17, 2021 | Image ReconstructionObject | CodeCode Available | 0 |
| Synthesis-Guided Feature Learning for Cross-Spectral Periocular Recognition | Nov 16, 2021 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 0 |
| Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction | Nov 15, 2021 | Compressive SensingImage Reconstruction | CodeCode Available | 3 |
| Transformer-based Image Compression | Nov 12, 2021 | Image CompressionImage Reconstruction | —Unverified | 0 |
| SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision | Nov 10, 2021 | Autonomous DrivingImage Reconstruction | CodeCode Available | 1 |
