| A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit | Dec 1, 2019 | Image ReconstructionMotion Detection | —Unverified | 0 |
| Efficient characterization of electrically evoked responses for neural interfaces | Dec 1, 2019 | Image ReconstructionSpike Sorting | CodeCode Available | 0 |
| Implicit Generation and Modeling with Energy Based Models | Dec 1, 2019 | General ClassificationImage Generation | CodeCode Available | 0 |
| Learning from Irregularly Sampled Data for Endomicroscopy Super-resolution: A Comparative Study of Sparse and Dense Approaches | Nov 29, 2019 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| SAG-VAE: End-to-end Joint Inference of Data Representations and Feature Relations | Nov 27, 2019 | Image ReconstructionInductive Bias | —Unverified | 0 |
| Compressed MRI Reconstruction Exploiting a Rotation-Invariant Total Variation Discretization | Nov 26, 2019 | Image ReconstructionMRI Reconstruction | CodeCode Available | 0 |
| Image2StyleGAN++: How to Edit the Embedded Images? | Nov 26, 2019 | AttributeImage Inpainting | CodeCode Available | 1 |
| Microscopy Image Restoration with Deep Wiener-Kolmogorov filters | Nov 25, 2019 | DeblurringDeep Learning | CodeCode Available | 0 |
| Invert to Learn to Invert | Nov 25, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Two-stage dimension reduction for noisy high-dimensional images and application to Cryogenic Electron Microscopy | Nov 22, 2019 | DenoisingDimensionality Reduction | —Unverified | 0 |
| Distributed Iterative CT Reconstruction using Multi-Agent Consensus Equilibrium | Nov 21, 2019 | CT ReconstructionImage Reconstruction | —Unverified | 0 |
| Optimal Sampling & Reconstruction: Theory and Applications | Nov 21, 2019 | Image Reconstruction | —Unverified | 0 |
| Unsupervised Object Segmentation with Explicit Localization Module | Nov 21, 2019 | Image ReconstructionObject | —Unverified | 0 |
| Sibling Neural Estimators: Improving Iterative Image Decoding with Gradient Communication | Nov 20, 2019 | DecoderImage Compression | —Unverified | 0 |
| Extra Proximal-Gradient Inspired Non-local Network | Nov 17, 2019 | Image Reconstruction | —Unverified | 0 |
| Accelerating cardiac cine MRI using a deep learning-based ESPIRiT reconstruction | Nov 13, 2019 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data | Nov 13, 2019 | Computed Tomography (CT)Decoder | —Unverified | 0 |
| Recursive Filter for Space-Variant Variance Reduction | Nov 12, 2019 | DenoisingImage Reconstruction | —Unverified | 0 |
| Disentangle, align and fuse for multimodal and semi-supervised image segmentation | Nov 11, 2019 | AnatomyCardiac Segmentation | CodeCode Available | 0 |
| Limited View and Sparse Photoacoustic Tomography for Neuroimaging with Deep Learning | Nov 11, 2019 | Image Reconstruction | —Unverified | 0 |
| Joint Demosaicing and Super-Resolution (JDSR): Network Design and Perceptual Optimization | Nov 8, 2019 | DemosaickingGenerative Adversarial Network | —Unverified | 0 |
| J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction | Nov 6, 2019 | compressed sensingDeep Learning | CodeCode Available | 0 |
| Dual-domain Cascade of U-nets for Multi-channel Magnetic Resonance Image Reconstruction | Nov 4, 2019 | Image Reconstruction | —Unverified | 0 |
| Deep Learning for space-variant deconvolution in galaxy surveys | Nov 1, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| On the Benefit of Adversarial Training for Monocular Depth Estimation | Oct 29, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| SUPER Learning: A Supervised-Unsupervised Framework for Low-Dose CT Image Reconstruction | Oct 26, 2019 | ClusteringImage Reconstruction | —Unverified | 0 |
| Uncertainty Quantification with Generative Models | Oct 22, 2019 | Image ReconstructionUncertainty Quantification | CodeCode Available | 0 |
| Wasserstein GANs for MR Imaging: from Paired to Unpaired Training | Oct 15, 2019 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Regularized Sparse Gaussian Processes | Oct 13, 2019 | Facial Expression Recognition (FER)Gaussian Processes | —Unverified | 0 |
| Improved Material Decomposition with a Two-step Regularization for spectral CT | Oct 11, 2019 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation | Oct 11, 2019 | Image ReconstructionImage Segmentation | —Unverified | 0 |
| Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion | Oct 9, 2019 | DenoisingImage Denoising | —Unverified | 0 |
| The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion | Oct 4, 2019 | Image ReconstructionLow-Rank Matrix Completion | —Unverified | 0 |
| Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking | Oct 2, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Improving Sample Efficiency in Model-Free Reinforcement Learning from Images | Oct 2, 2019 | Image ReconstructionMuJoCo | CodeCode Available | 1 |
| Hyperspectral Image Reconstruction Using Deep External and Internal Learning | Oct 1, 2019 | Image Reconstruction | —Unverified | 0 |
| CIIDefence: Defeating Adversarial Attacks by Fusing Class-Specific Image Inpainting and Image Denoising | Oct 1, 2019 | DenoisingImage Denoising | —Unverified | 0 |
| Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery | Oct 1, 2019 | Image Reconstruction | —Unverified | 0 |
| Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior | Oct 1, 2019 | Image Reconstruction | —Unverified | 0 |
| Facial Expression Recognition Using Disentangled Adversarial Learning | Sep 28, 2019 | DecoderFacial Expression Recognition | —Unverified | 0 |
| Learning to Have an Ear for Face Super-Resolution | Sep 27, 2019 | Audio Super-ResolutionFace Reconstruction | —Unverified | 0 |
| MIST: Multiple Instance Spatial Transformer Networks | Sep 25, 2019 | Image Reconstruction | —Unverified | 0 |
| Manifold Modeling in Embedded Space: A Perspective for Interpreting "Deep Image Prior" | Sep 25, 2019 | DecoderDenoising | —Unverified | 0 |
| Deep-learning-based Breast CT for Radiation Dose Reduction | Sep 25, 2019 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction | Sep 25, 2019 | Image Reconstruction | —Unverified | 0 |
| pISTA-SENSE-ResNet for Parallel MRI Reconstruction | Sep 24, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Model-Based and Data-Driven Strategies in Medical Image Computing | Sep 23, 2019 | Image ReconstructionTransfer Learning | —Unverified | 0 |
| Infusing Learned Priors into Model-Based Multispectral Imaging | Sep 20, 2019 | DenoisingImage Reconstruction | —Unverified | 0 |
| Perceptual Image Anomaly Detection | Sep 12, 2019 | Anomaly DetectionImage Reconstruction | CodeCode Available | 1 |
| PILOT: Physics-Informed Learned Optimized Trajectories for Accelerated MRI | Sep 12, 2019 | DiagnosticImage Reconstruction | CodeCode Available | 0 |
