| Megapixel Photon-Counting Color Imaging using Quanta Image Sensor | Mar 21, 2019 | DemosaickingDenoising | —Unverified | 0 |
| Implicit Generation and Generalization in Energy-Based Models | Mar 20, 2019 | General ClassificationImage Reconstruction | CodeCode Available | 0 |
| Plug and play methods for magnetic resonance imaging (long version) | Mar 20, 2019 | DenoisingDiagnostic | —Unverified | 0 |
| Convolutional Sparse Coding for Compressed Sensing CT Reconstruction | Mar 20, 2019 | compressed sensingComputed Tomography (CT) | —Unverified | 0 |
| An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves | Mar 8, 2019 | BIG-bench Machine LearningClassification Of Variable Stars | —Unverified | 0 |
| Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences | Mar 5, 2019 | DecoderImage Reconstruction | CodeCode Available | 0 |
| Gated Context Model with Embedded Priors for Deep Image Compression | Feb 27, 2019 | DecoderImage Compression | —Unverified | 0 |
| Dynamic Cell Imaging in PET with Optimal Transport Regularization | Feb 20, 2019 | Cell TrackingImage Reconstruction | —Unverified | 0 |
| Image Reconstruction from Undersampled Confocal Microscopy Data using Multiresolution Based Maximum Entropy Regularization | Feb 17, 2019 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Local Fourier Slice Photography | Feb 16, 2019 | Image Reconstruction | —Unverified | 0 |
| Breast Cancer: Model Reconstruction and Image Registration from Segmented Deformed Image using Visual and Force based Analysis | Feb 14, 2019 | Image ReconstructionImage Registration | —Unverified | 0 |
| On instabilities of deep learning in image reconstruction - Does AI come at a cost? | Feb 14, 2019 | Deep Learningimage-classification | CodeCode Available | 0 |
| MISO: Mutual Information Loss with Stochastic Style Representations for Multimodal Image-to-Image Translation | Feb 11, 2019 | Image ReconstructionImage-to-Image Translation | —Unverified | 0 |
| Empirically Accelerating Scaled Gradient Projection Using Deep Neural Network For Inverse Problems In Image Processing | Feb 7, 2019 | DeblurringImage Inpainting | —Unverified | 0 |
| Fingerprint Recognition under Missing Image Pixels Scenario | Feb 6, 2019 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Robust X-ray Sparse-view Phase Tomography via Hierarchical Synthesis Convolutional Neural Networks | Jan 30, 2019 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial Networks | Jan 30, 2019 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 0 |
| Compressed Domain Image Classification Using a Dynamic-Rate Neural Network | Jan 28, 2019 | ClassificationCompressive Sensing | —Unverified | 0 |
| Unsupervised Learning-based Depth Estimation aided Visual SLAM Approach | Jan 22, 2019 | Depth And Camera MotionDepth Estimation | —Unverified | 0 |
| Edge-masked CT image reconstruction from limited data | Jan 16, 2019 | Image Reconstruction | —Unverified | 0 |
| Deep Learning for Waveform Estimation and Imaging in Passive Radar | Jan 14, 2019 | DecoderDeep Learning | —Unverified | 0 |
| Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks | Jan 11, 2019 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Graph- and finite element-based total variation models for the inverse problem in diffuse optical tomography | Jan 7, 2019 | Image Reconstruction | —Unverified | 0 |
| Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction | Jan 7, 2019 | Dimensionality ReductionImage Reconstruction | —Unverified | 0 |
| I Can See Clearly Now : Image Restoration via De-Raining | Jan 3, 2019 | DenoisingImage Reconstruction | —Unverified | 0 |
