| Harnessing Sparsity over the Continuum: Atomic Norm Minimization for Super Resolution | Dec 23, 2019 | Image ReconstructionSuper-Resolution | —Unverified | 0 |
| Joint Face Super-Resolution and Deblurring Using a Generative Adversarial Network | Dec 22, 2019 | 3D Face ReconstructionDeblurring | —Unverified | 0 |
| Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition | Dec 19, 2019 | Face RecognitionImage Reconstruction | —Unverified | 0 |
| Neural Networks-based Regularization for Large-Scale Medical Image Reconstruction | Dec 19, 2019 | Image ReconstructionSSIM | —Unverified | 0 |
| Σ-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction | Dec 18, 2019 | Image EnhancementImage Reconstruction | CodeCode Available | 0 |
| Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function Networks | Dec 18, 2019 | 3D ReconstructionImage Reconstruction | —Unverified | 0 |
| Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding | Dec 16, 2019 | Image Reconstruction | —Unverified | 0 |
| Rethinking Medical Image Reconstruction via Shape Prior, Going Deeper and Faster: Deep Joint Indirect Registration and Reconstruction | Dec 16, 2019 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| A hierarchical approach to deep learning and its application to tomographic reconstruction | Dec 16, 2019 | Computational EfficiencyComputed Tomography (CT) | —Unverified | 0 |
| Image Processing Using Multi-Code GAN Prior | Dec 15, 2019 | Blind Face RestorationColorization | CodeCode Available | 0 |
| RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction | Dec 11, 2019 | compressed sensingDe-aliasing | —Unverified | 0 |
| Σ-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction | Dec 11, 2019 | Image ReconstructionSensitivity | CodeCode Available | 0 |
| Learning Disentangled Representations via Mutual Information Estimation | Dec 9, 2019 | DisentanglementGeneral Classification | CodeCode Available | 0 |
| Deep Efficient End-to-end Reconstruction (DEER) Network for Few-view Breast CT Image Reconstruction | Dec 9, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Learning to Super Resolve Intensity Images from Events | Dec 3, 2019 | Image ReconstructionSuper-Resolution | CodeCode Available | 0 |
| EventGAN: Leveraging Large Scale Image Datasets for Event Cameras | Dec 3, 2019 | 2D Human Pose EstimationImage Reconstruction | CodeCode Available | 0 |
| Pyramid Convolutional RNN for MRI Image Reconstruction | Dec 2, 2019 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Implicit Generation and Modeling with Energy Based Models | Dec 1, 2019 | General ClassificationImage Generation | CodeCode Available | 0 |
| 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 |
| Texture Hallucination for Large-Factor Painting Super-Resolution | Dec 1, 2019 | 4kHallucination | —Unverified | 0 |
| Bat-G net: Bat-inspired High-Resolution 3D Image Reconstruction using Ultrasonic Echoes | Dec 1, 2019 | 3D ReconstructionDecoder | —Unverified | 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 |
| Invert to Learn to Invert | Nov 25, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Microscopy Image Restoration with Deep Wiener-Kolmogorov filters | Nov 25, 2019 | DeblurringDeep Learning | 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 |
| Unsupervised Object Segmentation with Explicit Localization Module | Nov 21, 2019 | Image ReconstructionObject | —Unverified | 0 |
| Optimal Sampling & Reconstruction: Theory and Applications | Nov 21, 2019 | Image Reconstruction | —Unverified | 0 |
| Distributed Iterative CT Reconstruction using Multi-Agent Consensus Equilibrium | Nov 21, 2019 | CT ReconstructionImage Reconstruction | —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 |
| Limited View and Sparse Photoacoustic Tomography for Neuroimaging with Deep Learning | Nov 11, 2019 | Image Reconstruction | —Unverified | 0 |
| Disentangle, align and fuse for multimodal and semi-supervised image segmentation | Nov 11, 2019 | AnatomyCardiac Segmentation | CodeCode Available | 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 |
| 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 |
| Improved Material Decomposition with a Two-step Regularization for spectral CT | Oct 11, 2019 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion | Oct 9, 2019 | DenoisingImage Denoising | —Unverified | 0 |
