| CURE: Curvature Regularization For Missing Data Recovery | Jan 28, 2019 | Image Inpainting | —Unverified | 0 |
| Diversity-Sensitive Conditional Generative Adversarial Networks | Jan 25, 2019 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Foreground-aware Image Inpainting | Jan 17, 2019 | DisentanglementImage Inpainting | —Unverified | 0 |
| EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning | Jan 1, 2019 | Image Inpainting | CodeCode Available | 1 |
| Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction | Dec 27, 2018 | BinarizationImage Inpainting | CodeCode Available | 0 |
| A Greedy Approach to _0, Based Convolutional Sparse Coding | Dec 26, 2018 | Dictionary LearningImage Inpainting | —Unverified | 0 |
| Face Completion with Semantic Knowledge and Collaborative Adversarial Learning | Dec 8, 2018 | Facial InpaintingImage Inpainting | —Unverified | 0 |
| Semantic Image Inpainting Through Improved Wasserstein Generative Adversarial Networks | Dec 3, 2018 | Generative Adversarial NetworkImage Inpainting | —Unverified | 0 |
| Context Encoding Chest X-rays | Dec 3, 2018 | Anomaly DetectionImage Inpainting | CodeCode Available | 0 |
| Invertibility of Convolutional Generative Networks from Partial Measurements | Dec 1, 2018 | Image Inpainting | CodeCode Available | 0 |
| Deep Inception Generative Network for Cognitive Image Inpainting | Dec 1, 2018 | AttributeImage Inpainting | —Unverified | 0 |
| Void Filling of Digital Elevation Models with Deep Generative Models | Nov 30, 2018 | BIG-bench Machine LearningGenerative Adversarial Network | CodeCode Available | 0 |
| A Local Block Coordinate Descent Algorithm for the Convolutional Sparse Coding Model | Nov 1, 2018 | Image InpaintingMulti Focus Image Fusion | CodeCode Available | 0 |
| Image Inpainting via Generative Multi-column Convolutional Neural Networks | Oct 20, 2018 | Image Inpainting | CodeCode Available | 0 |
| Faster Matrix Completion Using Randomized SVD | Oct 16, 2018 | CPUImage Inpainting | CodeCode Available | 0 |
| Adversarial Inpainting of Medical Image Modalities | Oct 15, 2018 | Image Inpainting | —Unverified | 0 |
| Context-Aware Text-Based Binary Image Stylization and Synthesis | Oct 9, 2018 | Image InpaintingImage Stylization | —Unverified | 0 |
| Empty Cities: Image Inpainting for a Dynamic-Object-Invariant Space | Sep 20, 2018 | Image InpaintingSemantic Segmentation | CodeCode Available | 0 |
| RT-GENE: Real-Time Eye Gaze Estimation in Natural Environments | Sep 1, 2018 | Gaze EstimationImage Inpainting | CodeCode Available | 1 |
| Chest X-ray Inpainting with Deep Generative Models | Aug 29, 2018 | Image Inpainting | —Unverified | 0 |
| Painting Outside the Box: Image Outpainting with GANs | Aug 25, 2018 | Deep LearningImage Inpainting | CodeCode Available | 0 |
| PACO: Global Signal Restoration via PAtch COnsensus | Aug 20, 2018 | DenoisingImage Denoising | —Unverified | 0 |
| X-GANs: Image Reconstruction Made Easy for Extreme Cases | Aug 6, 2018 | DenoisingImage Compression | —Unverified | 0 |
| Semi-parametric Image Inpainting | Jul 8, 2018 | Image Inpainting | —Unverified | 0 |
| Controllable Semantic Image Inpainting | Jun 15, 2018 | Image Inpainting | —Unverified | 0 |
| Free-Form Image Inpainting with Gated Convolution | Jun 10, 2018 | feature selectionForm | CodeCode Available | 1 |
| Variational Autoencoder with Arbitrary Conditioning | Jun 6, 2018 | DiversityImage Inpainting | CodeCode Available | 0 |
| Unsupervised Deep Context Prediction for Background Foreground Separation | May 21, 2018 | Image Inpaintingobject-detection | —Unverified | 0 |
| An Unsupervised Approach to Solving Inverse Problems using Generative Adversarial Networks | May 18, 2018 | blind source separationDeblurring | —Unverified | 0 |
| SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting | May 9, 2018 | Image GenerationImage Inpainting | CodeCode Available | 0 |
| Generative Steganography by Sampling | Apr 26, 2018 | Image Inpainting | —Unverified | 0 |
| Generative Model for Heterogeneous Inference | Apr 26, 2018 | DenoisingImage Inpainting | —Unverified | 0 |
| Image Inpainting for Irregular Holes Using Partial Convolutions | Apr 20, 2018 | Image Inpaintingvalid | CodeCode Available | 1 |
| Correlated discrete data generation using adversarial training | Apr 3, 2018 | Anomaly DetectionImage Generation | —Unverified | 0 |
| Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart | Mar 23, 2018 | Facial InpaintingImage Harmonization | —Unverified | 0 |
| Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image | Mar 22, 2018 | Image Inpainting | —Unverified | 0 |
| Patch-Based Image Inpainting with Generative Adversarial Networks | Mar 20, 2018 | Generative Adversarial NetworkImage Inpainting | —Unverified | 0 |
| Constrained Deep Learning using Conditional Gradient and Applications in Computer Vision | Mar 17, 2018 | Image Inpainting | CodeCode Available | 0 |
| Weighted Nonlocal Total Variation in Image Processing | Jan 31, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Shift-Net: Image Inpainting via Deep Feature Rearrangement | Jan 29, 2018 | DecoderImage Inpainting | CodeCode Available | 0 |
| Deep Structured Energy-Based Image Inpainting | Jan 24, 2018 | Image InpaintingStructured Prediction | CodeCode Available | 0 |
| Generative Image Inpainting with Contextual Attention | Jan 24, 2018 | Image Inpainting | CodeCode Available | 1 |
| Light-weight pixel context encoders for image inpainting | Jan 17, 2018 | Image Inpainting | —Unverified | 0 |
| Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion | Jan 11, 2018 | Image InpaintingImage Reconstruction | —Unverified | 0 |
| Deep Stacked Networks with Residual Polishing for Image Inpainting | Dec 31, 2017 | DenoisingImage Inpainting | —Unverified | 0 |
| Image Inpainting by Hyperbolic Selection of Pixels for Two Dimensional Bicubic Interpolations | Dec 30, 2017 | Image Inpainting | —Unverified | 0 |
| Deep Blind Image Inpainting | Dec 25, 2017 | DecoderImage Inpainting | —Unverified | 0 |
| Context-Aware Semantic Inpainting | Dec 21, 2017 | Generative Adversarial NetworkImage Inpainting | —Unverified | 0 |
| Image Inpainting for High-Resolution Textures using CNN Texture Synthesis | Dec 8, 2017 | Image InpaintingImage Segmentation | —Unverified | 0 |
| Deep Image Prior | Nov 29, 2017 | DenoisingFeature Upsampling | CodeCode Available | 1 |
