| T2LR-Net: An unrolling network learning transformed tensor low-rank prior for dynamic MR image reconstruction | Sep 8, 2022 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| Learning-based and unrolled motion-compensated reconstruction for cardiac MR CINE imaging | Sep 8, 2022 | Image ReconstructionMotion Estimation | —Unverified | 0 |
| CGAN-ECT: Tomography Image Reconstruction from Electrical Capacitance Measurements Using CGANs | Sep 7, 2022 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Representation Learning for Non-Melanoma Skin Cancer using a Latent Autoencoder | Sep 5, 2022 | Image ReconstructionRepresentation Learning | CodeCode Available | 0 |
| Joint demosaicing and fusion of multiresolution coded acquisitions: A unified image formation and reconstruction method | Sep 3, 2022 | DemosaickingImage Reconstruction | CodeCode Available | 1 |
| On Quantizing Implicit Neural Representations | Sep 1, 2022 | Image ReconstructionNeRF | —Unverified | 0 |
| Practical Operator Sketching Framework for Accelerating Iterative Data-Driven Solutions in Inverse Problems | Aug 31, 2022 | DenoisingDimensionality Reduction | —Unverified | 0 |
| A Learning-Based 3D EIT Image Reconstruction Method | Aug 30, 2022 | Image Reconstruction | —Unverified | 0 |
| Uniformly Sampled Polar and Cylindrical Grid Approach for 2D, 3D Image Reconstruction using Algebraic Algorithm | Aug 27, 2022 | Image Reconstruction | —Unverified | 0 |
| Image Reconstruction by Splitting Expectation Propagation Techniques from Iterative Inversion | Aug 25, 2022 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution | Aug 24, 2022 | Data AugmentationImage Reconstruction | CodeCode Available | 1 |
| Semantic Communications with Discrete-time Analog Transmission: A PAPR Perspective | Aug 17, 2022 | Image ReconstructionOpen-Ended Question Answering | CodeCode Available | 1 |
| A reconstruction method for binary limited-data tomography using a dictionary-based sparse shape recovery | Aug 14, 2022 | Image ReconstructionObject | —Unverified | 0 |
| K-UNN: k-Space Interpolation With Untrained Neural Network | Aug 11, 2022 | Image Reconstruction | CodeCode Available | 0 |
| Approximate Extraction of Late-Time Returns via Morphological Component Analysis | Aug 11, 2022 | Image ReconstructionTime Series | —Unverified | 0 |
| Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and Generation | Aug 9, 2022 | DecoderImage Generation | CodeCode Available | 0 |
| Disentangled Representation Learning Using (β-)VAE and GAN | Aug 9, 2022 | DisentanglementGenerative Adversarial Network | —Unverified | 0 |
| OL-DN: Online learning based dual-domain network for HEVC intra frame quality enhancement | Aug 9, 2022 | DecoderImage Reconstruction | —Unverified | 0 |
| NPB-REC: Non-parametric Assessment of Uncertainty in Deep-learning-based MRI Reconstruction from Undersampled Data | Aug 8, 2022 | Decision MakingImage Reconstruction | CodeCode Available | 0 |
| SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging | Aug 8, 2022 | Data AugmentationImage Reconstruction | —Unverified | 0 |
| Towards Semantic Communications: Deep Learning-Based Image Semantic Coding | Aug 8, 2022 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Deep Learning Neural Network for Lung Cancer Classification: Enhanced Optimization Function | Aug 5, 2022 | Cancer ClassificationImage Reconstruction | —Unverified | 0 |
| Deep Learning for Material Decomposition in Photon-Counting CT | Aug 5, 2022 | Deep LearningDiagnostic | —Unverified | 0 |
| Adversarial Robustness of MR Image Reconstruction under Realistic Perturbations | Aug 5, 2022 | Adversarial RobustnessDiagnostic | CodeCode Available | 0 |
| Speckle2Speckle: Unsupervised Learning of Ultrasound Speckle Filtering Without Clean Data | Jul 31, 2022 | Image Reconstruction | CodeCode Available | 0 |
| Edge-Aware Autoencoder Design for Real-Time Mixture-of-Experts Image Compression | Jul 25, 2022 | DenoisingImage Compression | —Unverified | 0 |
| Seeing Far in the Dark with Patterned Flash | Jul 25, 2022 | Depth EstimationImage Reconstruction | CodeCode Available | 0 |
| Deep dual stream residual network with contextual attention for pansharpening of remote sensing images | Jul 25, 2022 | Image ReconstructionPansharpening | —Unverified | 0 |
| KUNet: Imaging Knowledge-Inspired Single HDR Image Reconstruction | Jul 23, 2022 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network | Jul 21, 2022 | Image EnhancementImage Reconstruction | CodeCode Available | 2 |
| Learning Sparsity-Promoting Regularizers using Bilevel Optimization | Jul 18, 2022 | Bilevel OptimizationCollaborative Filtering | —Unverified | 0 |
| The Brain-Inspired Decoder for Natural Visual Image Reconstruction | Jul 18, 2022 | DecoderImage Reconstruction | CodeCode Available | 0 |
| Untrained, physics-informed neural networks for structured illumination microscopy | Jul 15, 2022 | Image ReconstructionSuper-Resolution | —Unverified | 0 |
| Dual-space Compressed Sensing | Jul 15, 2022 | compressed sensingEdge Detection | —Unverified | 0 |
| Averaged Deep Denoisers for Image Regularization | Jul 15, 2022 | DenoisingImage Reconstruction | CodeCode Available | 0 |
| Single-Pixel Image Reconstruction Based on Block Compressive Sensing and Deep Learning | Jul 14, 2022 | Compressive SensingDeep Learning | —Unverified | 0 |
| Shape-Aware Masking for Inpainting in Medical Imaging | Jul 12, 2022 | AnatomyImage Reconstruction | —Unverified | 0 |
| Hierarchical Latent Structure for Multi-Modal Vehicle Trajectory Forecasting | Jul 11, 2022 | Image ReconstructionTrajectory Forecasting | CodeCode Available | 1 |
| DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated Images | Jul 5, 2022 | Image ReconstructionImage Relighting | CodeCode Available | 0 |
| Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute Consistency | Jul 3, 2022 | AttributeImage Reconstruction | —Unverified | 0 |
| Uncertainty Quantification for Deep Unrolling-Based Computational Imaging | Jul 2, 2022 | Image ReconstructionRolling Shutter Correction | —Unverified | 0 |
| DeepMB: Deep neural network for real-time optoacoustic image reconstruction with adjustable speed of sound | Jun 29, 2022 | Image Reconstruction | —Unverified | 0 |
| Hyperspectral image reconstruction for spectral camera based on ghost imaging via sparsity constraints using V-DUnet | Jun 28, 2022 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Ev-NeRF: Event Based Neural Radiance Field | Jun 24, 2022 | Event-based visionImage Reconstruction | —Unverified | 0 |
| Global Sensing and Measurements Reuse for Image Compressed Sensing | Jun 23, 2022 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 |
| OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing | Jun 17, 2022 | Image ReconstructionImage-to-Image Translation | CodeCode Available | 0 |
| Pythae: Unifying Generative Autoencoders in Python -- A Benchmarking Use Case | Jun 16, 2022 | BenchmarkingDensity Estimation | —Unverified | 0 |
| Stability of Image-Reconstruction Algorithms | Jun 14, 2022 | Image Reconstruction | —Unverified | 0 |
| DRMNet: Difference Image Reconstruction Enhanced Multiresolution Network for Optical Change Detection | Jun 13, 2022 | Change DetectionChange detection for remote sensing images | —Unverified | 0 |
| Learned reconstruction methods with convergence guarantees | Jun 11, 2022 | Deep LearningImage Reconstruction | —Unverified | 0 |
