| 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 |
