| Model-based Reconstruction for Enhanced X-ray CT of Tri-structural Isotropic (TRISO) Particles | Mar 19, 2021 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning | Mar 18, 2021 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Bayesian Imaging With Data-Driven Priors Encoded by Neural Networks: Theory, Methods, and Algorithms | Mar 18, 2021 | Bayesian InferenceGenerative Adversarial Network | —Unverified | 0 |
| Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus | Mar 18, 2021 | Image Reconstruction | —Unverified | 0 |
| New Computational Techniques for a Faster Variation of BM3D Image Denoising | Mar 17, 2021 | DenoisingImage Denoising | —Unverified | 0 |
| Fast and High-Quality Blind Multi-Spectral Image Pansharpening | Mar 17, 2021 | Image ReconstructionPansharpening | —Unverified | 0 |
| ReconResNet: Regularised Residual Learning for MR Image Reconstruction of Undersampled Cartesian and Radial Data | Mar 16, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Fast and Accurate: Video Enhancement using Sparse Depth | Mar 15, 2021 | DeblurringDenoising | —Unverified | 0 |
| A Neural Network for Semigroups | Mar 12, 2021 | DenoisingImage Reconstruction | CodeCode Available | 0 |
| Temporal Feature Fusion with Sampling Pattern Optimization for Multi-echo Gradient Echo Acquisition and Image Reconstruction | Mar 10, 2021 | Image Reconstruction | —Unverified | 0 |
| Super-Resolving Beyond Satellite Hardware Using Realistically Degraded Images | Mar 10, 2021 | Image ReconstructionSuper-Resolution | —Unverified | 0 |
| Time-Ordered Recent Event (TORE) Volumes for Event Cameras | Mar 10, 2021 | BlockingDenoising | CodeCode Available | 1 |
| Deep Manifold Learning for Dynamic MR Imaging | Mar 9, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Generative Transition Mechanism to Image-to-Image Translation via Encoded Transformation | Mar 9, 2021 | AttributeImage Reconstruction | —Unverified | 0 |
| Memory-efficient Learning for High-Dimensional MRI Reconstruction | Mar 6, 2021 | compressed sensingGPU | —Unverified | 0 |
| Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction | Mar 5, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data | Mar 4, 2021 | Image Reconstruction | —Unverified | 0 |
| PET Image Reconstruction with Multiple Kernels and Multiple Kernel Space Regularizers | Mar 4, 2021 | Dictionary LearningImage Reconstruction | —Unverified | 0 |
| Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning | Mar 3, 2021 | Federated LearningImage Reconstruction | CodeCode Available | 1 |
| IdentityDP: Differential Private Identification Protection for Face Images | Mar 2, 2021 | De-identificationDisentanglement | —Unverified | 0 |
| The Property of Frequency Shift in 2D-FRFT Domain with Application to Image Encryption | Feb 28, 2021 | Image Reconstruction | —Unverified | 0 |
| Deep learning based electrical noise removal enables high spectral optoacoustic contrast in deep tissue | Feb 24, 2021 | DenoisingImage Reconstruction | —Unverified | 0 |
| Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement | Feb 21, 2021 | 3D ReconstructionDisentanglement | CodeCode Available | 1 |
| Trumpets: Injective Flows for Inference and Inverse Problems | Feb 20, 2021 | Bayesian InferenceImage Reconstruction | CodeCode Available | 1 |
| Center Smoothing: Certified Robustness for Networks with Structured Outputs | Feb 19, 2021 | Adversarial RobustnessDimensionality Reduction | CodeCode Available | 0 |
| A Sketching Framework for Reduced Data Transfer in Photon Counting Lidar | Feb 17, 2021 | Image Reconstruction | CodeCode Available | 0 |
| MITNet: GAN Enhanced Magnetic Induction Tomography Based on Complex CNN | Feb 16, 2021 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks | Feb 12, 2021 | Image Reconstruction | —Unverified | 0 |
| Measuring Robustness in Deep Learning Based Compressive Sensing | Feb 11, 2021 | Compressive SensingDeep Learning | CodeCode Available | 1 |
| A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit | Feb 10, 2021 | Image ReconstructionMotion Detection | —Unverified | 0 |
| CoIL: Coordinate-based Internal Learning for Imaging Inverse Problems | Feb 9, 2021 | Image Reconstruction | CodeCode Available | 1 |
| Deep Event Stereo Leveraged by Event-to-Image Translation | Feb 2, 2021 | 3D ReconstructionDepth Estimation | —Unverified | 0 |
| An End-To-End-Trainable Iterative Network Architecture for Accelerated Radial Multi-Coil 2D Cine MR Image Reconstruction | Feb 1, 2021 | Dictionary LearningImage Reconstruction | CodeCode Available | 1 |
| Model Adaptation for Image Reconstruction using Generalized Stein's Unbiased Risk Estimator | Jan 29, 2021 | Image Reconstruction | —Unverified | 0 |
| Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN | Jan 28, 2021 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 1 |
| CNN with large memory layers | Jan 27, 2021 | General Classificationimage-classification | —Unverified | 0 |
| B-spline Parameterized Joint Optimization of Reconstruction and K-space Trajectories (BJORK) for Accelerated 2D MRI | Jan 27, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Automatic Detection of Occulted Hard X-ray Flares Using Deep-Learning Methods | Jan 27, 2021 | BIG-bench Machine LearningImage Reconstruction | —Unverified | 0 |
| AS-Net: Fast Photoacoustic Reconstruction with Multi-feature Fusion from Sparse Data | Jan 22, 2021 | Image Reconstruction | CodeCode Available | 0 |
| Compressive Spectral Image Reconstruction using Deep Prior and Low-Rank Tensor Representation | Jan 19, 2021 | Image Reconstruction | CodeCode Available | 1 |
| Deep Convolutional Autoencoders for reconstructing magnetic resonance images of the healthy brain | Jan 19, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| Generalized Image Reconstruction over T-Algebra | Jan 17, 2021 | Data CompressionDimensionality Reduction | CodeCode Available | 0 |
| Energy-based Dropout in Restricted Boltzmann Machines: Why not go random | Jan 17, 2021 | Image ReconstructionObject Recognition | —Unverified | 0 |
| GPU Acceleration for Synthetic Aperture Sonar Image Reconstruction | Jan 14, 2021 | GPUImage Reconstruction | —Unverified | 0 |
| A Metaheuristic-Driven Approach to Fine-Tune Deep Boltzmann Machines | Jan 14, 2021 | Image ReconstructionMetaheuristic Optimization | —Unverified | 0 |
| Reproducing Activation Function for Deep Learning | Jan 13, 2021 | Deep LearningImage Reconstruction | —Unverified | 0 |
| UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion | Jan 12, 2021 | Image ReconstructionMulti Focus Image Fusion | —Unverified | 0 |
| Learning Rotation Invariant Features for Cryogenic Electron Microscopy Image Reconstruction | Jan 10, 2021 | ClusteringDecoder | —Unverified | 0 |
| OAAE: Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space | Jan 7, 2021 | Image ReconstructionNovelty Detection | —Unverified | 0 |
| A new solution to the curved Ewald sphere problem for 3D image reconstruction in electron microscopy | Jan 4, 2021 | Image ReconstructionObject | CodeCode Available | 0 |
