| Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines | Jan 4, 2021 | Autonomous DrivingEnsemble Learning | CodeCode Available | 0 |
| A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron Microscopy | Jan 1, 2021 | DecoderImage Reconstruction | CodeCode Available | 0 |
| NeuSpike-Net: High Speed Video Reconstruction via Bio-Inspired Neuromorphic Cameras | Jan 1, 2021 | Image ReconstructionVideo Reconstruction | —Unverified | 0 |
| Road Anomaly Detection by Partial Image Reconstruction With Segmentation Coupling | Jan 1, 2021 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Event Stream Super-Resolution via Spatiotemporal Constraint Learning | Jan 1, 2021 | Image ReconstructionPhilosophy | —Unverified | 0 |
| Empirical Studies on the Convergence of Feature Spaces in Deep Learning | Jan 1, 2021 | Image ReconstructionSelf-Supervised Learning | —Unverified | 0 |
| Data augmentation for deep learning based accelerated MRI reconstruction | Jan 1, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Private Image Reconstruction from System Side Channels Using Generative Models | Jan 1, 2021 | CPUImage Reconstruction | CodeCode Available | 0 |
| Sparse Recovery via Bootstrapping: Collaborative or Independent? | Jan 1, 2021 | Image Reconstructionregression | —Unverified | 0 |
| Visibility Interpolation in Solar Hard X-ray Imaging: Application to RHESSI and STIX | Dec 27, 2020 | Image Reconstruction | —Unverified | 0 |
| Parallel-beam X-ray CT datasets of apples with internal defects and label balancing for machine learning | Dec 24, 2020 | Defect DetectionImage Reconstruction | CodeCode Available | 0 |
| Focal Frequency Loss for Image Reconstruction and Synthesis | Dec 23, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Deep learning-based virtual refocusing of images using an engineered point-spread function | Dec 22, 2020 | Image Reconstruction | —Unverified | 0 |
| Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image Reconstruction | Dec 22, 2020 | De-aliasingImage Reconstruction | CodeCode Available | 1 |
| Taming Transformers for High-Resolution Image Synthesis | Dec 17, 2020 | DeepFake DetectionImage Generation | CodeCode Available | 1 |
| SAR Image Autofocusing using Wirtinger calculus and Cauchy regularization | Dec 17, 2020 | Image Reconstruction | —Unverified | 0 |
| Deep learning for fast MR imaging: a review for learning reconstruction from incomplete k-space data | Dec 15, 2020 | Image Reconstruction | —Unverified | 0 |
| Reconstructing unseen modalities and pathology with an efficient Recurrent Inference Machine | Dec 14, 2020 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces | Dec 12, 2020 | Image ReconstructionInverse Rendering | —Unverified | 0 |
| Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction | Dec 9, 2020 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 |
| Machine Learning in Magnetic Resonance Imaging: Image Reconstruction | Dec 9, 2020 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Color Image Restoration Exploiting Inter-channel Correlation with a 3-stage CNN | Dec 8, 2020 | Color Image DenoisingDemosaicking | CodeCode Available | 0 |
| Bayesian Image Reconstruction using Deep Generative Models | Dec 8, 2020 | Image DenoisingImage Inpainting | CodeCode Available | 1 |
| Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization | Dec 7, 2020 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| A Jointed Feature Fusion Framework for Photoacoustic Reconstruction | Dec 4, 2020 | Image ReconstructionPosition | —Unverified | 0 |
| An Improved Iterative Neural Network for High-Quality Image-Domain Material Decomposition in Dual-Energy CT | Dec 2, 2020 | Image Reconstruction | —Unverified | 0 |
| On hallucinations in tomographic image reconstruction | Dec 1, 2020 | HallucinationImage Reconstruction | CodeCode Available | 0 |
| Unpaired Image-to-Image Translation via Latent Energy Transport | Dec 1, 2020 | Image ReconstructionImage-to-Image Translation | CodeCode Available | 1 |
| Sparse-View Spectral CT Reconstruction Using Deep Learning | Nov 30, 2020 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Model Adaptation for Inverse Problems in Imaging | Nov 30, 2020 | DeblurringImage Reconstruction | —Unverified | 0 |
| Automated Prostate Cancer Diagnosis Based on Gleason Grading Using Convolutional Neural Network | Nov 29, 2020 | Data AugmentationDiagnostic | —Unverified | 0 |
| Learning Affinity-Aware Upsampling for Deep Image Matting | Nov 29, 2020 | Image MattingImage Reconstruction | CodeCode Available | 1 |
| Towards Fast and Light-Weight Restoration of Dark Images | Nov 28, 2020 | CPUGPU | —Unverified | 0 |
| Association: Remind Your GAN not to Forget | Nov 27, 2020 | Continual LearningImage Reconstruction | —Unverified | 0 |
| Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image versus Data Domain | Nov 26, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Joint Reconstruction and Calibration using Regularization by Denoising | Nov 26, 2020 | DenoisingImage Reconstruction | —Unverified | 0 |
| Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces | Nov 26, 2020 | 3D geometryImage Reconstruction | CodeCode Available | 1 |
| Learning Multiscale Convolutional Dictionaries for Image Reconstruction | Nov 25, 2020 | Dictionary LearningImage Reconstruction | CodeCode Available | 1 |
| Spatiotemporal Imaging with Diffeomorphic Optimal Transportation | Nov 24, 2020 | Image ReconstructionMotion Estimation | —Unverified | 0 |
| Cost-Effective Quasi-Parallel Sensing Instrumentation for Industrial Chemical Species Tomography | Nov 20, 2020 | Image Reconstruction | —Unverified | 0 |
| DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval | Nov 20, 2020 | Image ReconstructionRetrieval | —Unverified | 0 |
| Deep Snapshot HDR Imaging Using Multi-Exposure Color Filter Array | Nov 20, 2020 | Image Reconstruction | —Unverified | 0 |
| Dual Contradistinctive Generative Autoencoder | Nov 19, 2020 | Image GenerationImage Reconstruction | —Unverified | 0 |
| Quantifying Sources of Uncertainty in Deep Learning-Based Image Reconstruction | Nov 17, 2020 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Deep convolutional neural network compression via coupled tensor decomposition | Nov 16, 2020 | Image ReconstructionNeural Network Compression | CodeCode Available | 0 |
| Shared Prior Learning of Energy-Based Models for Image Reconstruction | Nov 12, 2020 | Image Reconstruction | —Unverified | 0 |
| Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising | Nov 11, 2020 | DenoisingDiagnostic | CodeCode Available | 1 |
| Two-dimensional Bhattacharyya bound linear discriminant analysis with its applications | Nov 11, 2020 | Image ReconstructionVocal Bursts Valence Prediction | —Unverified | 0 |
| Multi-Coil MRI Reconstruction Challenge -- Assessing Brain MRI Reconstruction Models and their Generalizability to Varying Coil Configurations | Nov 10, 2020 | Experimental DesignImage Reconstruction | CodeCode Available | 0 |
| Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern | Nov 10, 2020 | 3D ReconstructionImage Reconstruction | —Unverified | 0 |
