| 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 |
| MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight Prediction | Nov 9, 2021 | AnatomyImage Reconstruction | CodeCode Available | 0 |
| Structure-aware Image Inpainting with Two Parallel Streams | Nov 5, 2021 | DecoderImage Inpainting | —Unverified | 0 |
| 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 |
| Learned Image Compression for Machine Perception | Nov 3, 2021 | Image CompressionImage Reconstruction | —Unverified | 0 |
| ISP-Agnostic Image Reconstruction for Under-Display Cameras | Nov 2, 2021 | Data AugmentationDiversity | —Unverified | 0 |
| An Arbitrary Scale Super-Resolution Approach for 3D MR Images via Implicit Neural Representation | Oct 27, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Hybrid learning of Non-Cartesian k-space trajectory and MR image reconstruction networks | Oct 25, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| TELET: A Monotonic Algorithm to Design Large Dimensional Equiangular Tight Frames for Applications in Compressed Sensing | Oct 23, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Self-Validation: Early Stopping for Single-Instance Deep Generative Priors | Oct 23, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Multiplication-Avoiding Variant of Power Iteration with Applications | Oct 22, 2021 | Image ReconstructionRecommendation Systems | —Unverified | 0 |
| Conditional Variational Autoencoder for Learned Image Reconstruction | Oct 22, 2021 | Image ReconstructionUncertainty Quantification | —Unverified | 0 |
| Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks | Oct 21, 2021 | Data AugmentationDecision Making Under Uncertainty | —Unverified | 0 |
| Invertible Learned Primal-Dual | Oct 19, 2021 | GPUImage Reconstruction | —Unverified | 0 |
| Learning Lipschitz-Controlled Activation Functions in Neural Networks for Plug-and-Play Image Reconstruction Methods | Oct 19, 2021 | DenoisingImage Reconstruction | —Unverified | 0 |
| Near-Exact Recovery for Sparse-View CT via Data-Driven Methods | Oct 19, 2021 | Image Reconstruction | —Unverified | 0 |
| SSFD: Self-Supervised Feature Distance as an MR Image Reconstruction Quality Metric | Oct 19, 2021 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Deep subspace learning for efficient reconstruction of spatiotemporal imaging data | Oct 19, 2021 | Image Reconstruction | —Unverified | 0 |
| Stochastic Primal-Dual Deep Unrolling | Oct 19, 2021 | Computational EfficiencyComputed Tomography (CT) | —Unverified | 0 |
| In-Orbit Lunar Satellite Image Super Resolution for Selective Data Transmission | Oct 19, 2021 | Image ReconstructionImage Super-Resolution | —Unverified | 0 |
| Natural Image Reconstruction from fMRI using Deep Learning: A Survey | Oct 18, 2021 | Brain DecodingDeep Learning | —Unverified | 0 |
| Scene Text Image Super-Resolution via Parallelly Contextual Attention Network | Oct 17, 2021 | Image ReconstructionImage Super-Resolution | CodeCode Available | 0 |
| SAGAN: Adversarial Spatial-asymmetric Attention for Noisy Nona-Bayer Reconstruction | Oct 16, 2021 | Image ReconstructionJoint Demosaicing and Denoising | CodeCode Available | 0 |
| Deep multi-modal aggregation network for MR image reconstruction with auxiliary modality | Oct 15, 2021 | Image Reconstruction | CodeCode Available | 1 |
| VLBInet: Radio Interferometry Data Classification for EHT with Neural Networks | Oct 14, 2021 | ClassificationImage Reconstruction | —Unverified | 0 |
