| MANIFOLDNET: A DEEP NEURAL NETWORK FOR MANIFOLD-VALUED DATA | May 1, 2019 | General ClassificationImage Reconstruction | —Unverified | 0 |
| Multi-level Encoder-Decoder Architectures for Image Restoration | May 1, 2019 | DecoderDenoising | —Unverified | 0 |
| Unsupervised Adversarial Image Reconstruction | May 1, 2019 | Image Reconstruction | CodeCode Available | 0 |
| PYRO-NN: Python Reconstruction Operators in Neural Networks | Apr 30, 2019 | CT ReconstructionDeep Learning | CodeCode Available | 0 |
| Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion | Apr 26, 2019 | Image ManipulationImage Reconstruction | —Unverified | 0 |
| CED: Color Event Camera Dataset | Apr 24, 2019 | Event-based visionImage Reconstruction | —Unverified | 0 |
| Generating Training Data for Denoising Real RGB Images via Camera Pipeline Simulation | Apr 18, 2019 | DemosaickingDenoising | CodeCode Available | 0 |
| Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization | Apr 18, 2019 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 |
| A Bayesian Perspective on the Deep Image Prior | Apr 16, 2019 | Bayesian InferenceDenoising | CodeCode Available | 0 |
| Computational distributed fiber-optic sensing | Apr 14, 2019 | Image Reconstruction | —Unverified | 0 |
| Variational Inference for Computational Imaging Inverse Problems | Apr 12, 2019 | BIG-bench Machine LearningImage Reconstruction | —Unverified | 0 |
| Scanner Invariant Representations for Diffusion MRI Harmonization | Apr 10, 2019 | Diffusion MRIFairness | —Unverified | 0 |
| End-to-End Learning-Based Ultrasound Reconstruction | Apr 9, 2019 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Fast Enhanced CT Metal Artifact Reduction using Data Domain Deep Learning | Apr 9, 2019 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| Controlling Neural Networks via Energy Dissipation | Apr 5, 2019 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Accurate and Fast reconstruction of Porous Media from Extremely Limited Information Using Conditional Generative Adversarial Network | Apr 4, 2019 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning | Apr 4, 2019 | BIG-bench Machine LearningComputed Tomography (CT) | —Unverified | 0 |
| Scene Graph Generation with External Knowledge and Image Reconstruction | Apr 1, 2019 | Graph GenerationImage Reconstruction | —Unverified | 0 |
| Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction | Apr 1, 2019 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Imaging cytometry without image reconstruction (ghost cytometry) | Mar 27, 2019 | Image Reconstruction | —Unverified | 0 |
| Single-pixel imaging with origami pattern construction | Mar 27, 2019 | Image Reconstruction | —Unverified | 0 |
| PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain | Mar 25, 2019 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 0 |
| Transform Learning for Magnetic Resonance Image Reconstruction: From Model-based Learning to Building Neural Networks | Mar 25, 2019 | Clusteringcompressed sensing | —Unverified | 0 |
| Color Filter Arrays for Quanta Image Sensors | Mar 23, 2019 | Image ReconstructionSensitivity | —Unverified | 0 |
| Fast Bayesian Uncertainty Estimation and Reduction of Batch Normalized Single Image Super-Resolution Network | Mar 22, 2019 | Adversarial DefenseImage Reconstruction | CodeCode Available | 0 |
