| Entropy-Based Doppler Centroid Estimation and Speckle Noise Reduction for Spaceborne SAR Imaging | Aug 17, 2020 | Image Reconstruction | —Unverified | 0 |
| Homotopic Gradients of Generative Density Priors for MR Image Reconstruction | Aug 14, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Performance characterization of a novel deep learning-based MR image reconstruction pipeline | Aug 14, 2020 | DenoisingDiagnostic | —Unverified | 0 |
| Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network | Aug 12, 2020 | compressed sensingDeep Learning | —Unverified | 0 |
| TextureWGAN: Texture Preserving WGAN with MLE Regularizer for Inverse Problems | Aug 11, 2020 | Image ReconstructionSSIM | —Unverified | 0 |
| Learned Proximal Networks for Quantitative Susceptibility Mapping | Aug 11, 2020 | Image Reconstruction | CodeCode Available | 1 |
| 3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI | Aug 11, 2020 | compressed sensingDiagnostic | CodeCode Available | 0 |
| CG-SENSE revisited: Results from the first ISMRM reproducibility challenge | Aug 10, 2020 | Image ReconstructionSSIM | —Unverified | 0 |
| A model-guided deep network for limited-angle computed tomography | Aug 10, 2020 | Computed Tomography (CT)Image Reconstruction | CodeCode Available | 0 |
| Deep learning for photoacoustic imaging: a survey | Aug 10, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN | Aug 5, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Stabilizing Deep Tomographic Reconstruction | Aug 4, 2020 | Adversarial Attackcompressed sensing | —Unverified | 0 |
| Deep Parallel MRI Reconstruction Network Without Coil Sensitivities | Aug 4, 2020 | Image ReconstructionMRI Reconstruction | CodeCode Available | 0 |
| Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data | Aug 4, 2020 | compressed sensingDeep Learning | —Unverified | 0 |
| The pursuit of beauty: Converting image labels to meaningful vectors | Aug 3, 2020 | Image Reconstruction | —Unverified | 0 |
| Physics-based Feature Dehazing Networks | Aug 1, 2020 | DecoderImage Dehazing | —Unverified | 0 |
| 3PointTM: Faster Measurement of High-Dimensional Transmission Matrices | Aug 1, 2020 | Image ReconstructionRetrieval | —Unverified | 0 |
| Dynamic Low-light Imaging with Quanta Image Sensors | Aug 1, 2020 | DenoisingImage Reconstruction | —Unverified | 0 |
| Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing | Aug 1, 2020 | Compressive SensingDeep Learning | CodeCode Available | 1 |
| On the unreasonable effectiveness of CNNs | Jul 29, 2020 | Image Reconstruction | —Unverified | 0 |
| Image-Based Benchmarking and Visualization for Large-Scale Global Optimization | Jul 24, 2020 | BenchmarkingDimensionality Reduction | —Unverified | 0 |
| Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction | Jul 22, 2020 | Image Reconstruction | —Unverified | 0 |
| Active MR k-space Sampling with Reinforcement Learning | Jul 20, 2020 | Image Reconstructionreinforcement-learning | CodeCode Available | 1 |
| Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation | Jul 19, 2020 | Image ReconstructionOrgan Segmentation | —Unverified | 0 |
| DDR-ID: Dual Deep Reconstruction Networks Based Image Decomposition for Anomaly Detection | Jul 18, 2020 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 |
| Learning Geometry-Dependent and Physics-Based Inverse Image Reconstruction | Jul 18, 2020 | Image Reconstruction | —Unverified | 0 |
| Dynamic Low-light Imaging with Quanta Image Sensors | Jul 16, 2020 | DenoisingImage Reconstruction | —Unverified | 0 |
| Accelerated FBP for computed tomography image reconstruction | Jul 13, 2020 | Image Reconstruction | —Unverified | 0 |
| Deep Network Interpolation for Accelerated Parallel MR Image Reconstruction | Jul 12, 2020 | Image ReconstructionSSIM | —Unverified | 0 |
| AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points | Jul 11, 2020 | Image ReconstructionPrediction | —Unverified | 0 |
| Unsupervised CT Metal Artifact Learning using Attention-guided beta-CycleGAN | Jul 7, 2020 | Computed Tomography (CT)Disentanglement | —Unverified | 0 |
| Gradient Origin Networks | Jul 6, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Accelerated MRI with Un-trained Neural Networks | Jul 6, 2020 | compressed sensingDecoder | CodeCode Available | 1 |
| Compressible Latent-Space Invertible Networks for Generative Model-Constrained Image Reconstruction | Jul 5, 2020 | Image Reconstruction | —Unverified | 0 |
| Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset | Jul 3, 2020 | Image Reconstruction | —Unverified | 0 |
| HDR-GAN: HDR Image Reconstruction from Multi-Exposed LDR Images with Large Motions | Jul 3, 2020 | HDR ReconstructionImage Reconstruction | CodeCode Available | 1 |
| Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion | Jul 2, 2020 | Cloud RemovalEarth Observation | CodeCode Available | 1 |
| Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis | Jul 2, 2020 | DenoisingImage Denoising | CodeCode Available | 1 |
| Progressive Tandem Learning for Pattern Recognition with Deep Spiking Neural Networks | Jul 2, 2020 | Computational EfficiencyImage Reconstruction | —Unverified | 0 |
| Image Analysis Based on Nonnegative/Binary Matrix Factorization | Jul 2, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Needle tip force estimation by deep learning from raw spectral OCT data | Jun 30, 2020 | Image ReconstructionRobust Design | —Unverified | 0 |
| End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images | Jun 29, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction | Jun 25, 2020 | Domain AdaptationImage Reconstruction | —Unverified | 0 |
| Set Based Stochastic Subsampling | Jun 25, 2020 | feature selectionimage-classification | —Unverified | 0 |
| Exploiting Non-Local Priors via Self-Convolution For Highly-Efficient Image Restoration | Jun 24, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| MRI Image Reconstruction via Learning Optimization Using Neural ODEs | Jun 24, 2020 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Generative Patch Priors for Practical Compressive Image Recovery | Jun 18, 2020 | Compressive SensingImage Reconstruction | CodeCode Available | 0 |
| Go with the Flow: Adaptive Control for Neural ODEs | Jun 16, 2020 | Image ReconstructionRepresentation Learning | —Unverified | 0 |
| Noise2Inpaint: Learning Referenceless Denoising by Inpainting Unrolling | Jun 16, 2020 | DenoisingImage Denoising | —Unverified | 0 |
| Cogradient Descent for Bilinear Optimization | Jun 16, 2020 | Image ReconstructionNetwork Pruning | —Unverified | 0 |
