| Autoencoding Generative Adversarial Networks | Apr 11, 2020 | Generative Adversarial Network | CodeCode Available | 1 |
| Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation | Mar 30, 2020 | Generative Adversarial NetworkImage Manipulation | CodeCode Available | 1 |
| Structure-Preserving Super Resolution with Gradient Guidance | Mar 29, 2020 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 |
| GAN-based Priors for Quantifying Uncertainty | Mar 27, 2020 | Bayesian InferenceDenoising | CodeCode Available | 1 |
| BachGAN: High-Resolution Image Synthesis from Salient Object Layout | Mar 26, 2020 | Generative Adversarial NetworkHallucination | CodeCode Available | 1 |
| Lifespan Age Transformation Synthesis | Mar 21, 2020 | Face Age EditingGenerative Adversarial Network | CodeCode Available | 1 |
| Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network | Mar 20, 2020 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| Vox2Vox: 3D-GAN for Brain Tumour Segmentation | Mar 19, 2020 | Generative Adversarial NetworkPrognosis | CodeCode Available | 1 |
| House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation | Mar 16, 2020 | DiversityGenerative Adversarial Network | CodeCode Available | 1 |
| Audio inpainting with generative adversarial network | Mar 13, 2020 | Audio inpaintingGenerative Adversarial Network | CodeCode Available | 1 |
| LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images | Mar 10, 2020 | Generative Adversarial NetworkImage Segmentation | CodeCode Available | 1 |
| MatchingGAN: Matching-based Few-shot Image Generation | Mar 7, 2020 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain | Mar 5, 2020 | Generative Adversarial Network | CodeCode Available | 1 |
| SketchyCOCO: Image Generation from Freehand Scene Sketches | Mar 5, 2020 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| Unpaired Image Super-Resolution using Pseudo-Supervision | Feb 26, 2020 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 |
| PaDGAN: A Generative Adversarial Network for Performance Augmented Diverse Designs | Feb 26, 2020 | Design SynthesisDiversity | CodeCode Available | 1 |
| Dual-Attention GAN for Large-Pose Face Frontalization | Feb 17, 2020 | Data AugmentationFace Generation | CodeCode Available | 1 |
| PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation | Feb 13, 2020 | Generative Adversarial NetworkSSIM | CodeCode Available | 1 |
| Subspace Capsule Network | Feb 7, 2020 | General ClassificationGenerative Adversarial Network | CodeCode Available | 1 |
| Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation | Feb 3, 2020 | channel selectionGenerative Adversarial Network | CodeCode Available | 1 |
| CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records | Jan 25, 2020 | Disease PredictionGeneral Classification | CodeCode Available | 1 |
| SMAPGAN: Generative Adversarial Network Based Semi-Supervised Styled Map Tiles Generating Method | Jan 21, 2020 | Generative Adversarial NetworkImage-to-Image Translation | CodeCode Available | 1 |
| ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network | Jan 21, 2020 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 |
| High-Fidelity Synthesis with Disentangled Representation | Jan 13, 2020 | DisentanglementGenerative Adversarial Network | CodeCode Available | 1 |
| ManiGAN: Text-Guided Image Manipulation | Dec 12, 2019 | Generative Adversarial NetworkImage Manipulation | CodeCode Available | 1 |
| Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN | Nov 20, 2019 | 2kGenerative Adversarial Network | CodeCode Available | 1 |
| Out-of-domain Detection for Natural Language Understanding in Dialog Systems | Sep 9, 2019 | Generative Adversarial NetworkNatural Language Understanding | CodeCode Available | 1 |
| DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better | Aug 10, 2019 | Blind Face RestorationDeblurring | CodeCode Available | 1 |
| Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation | Aug 2, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals | Jul 31, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Topic Modeling with Wasserstein Autoencoders | Jul 24, 2019 | DiversityGenerative Adversarial Network | CodeCode Available | 1 |
| Modeling Tabular data using Conditional GAN | Jul 1, 2019 | Generative Adversarial NetworkTabular Data Generation | CodeCode Available | 1 |
| Image to Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography | Jun 24, 2019 | Decision MakingGenerative Adversarial Network | CodeCode Available | 1 |
| EnlightenGAN: Deep Light Enhancement without Paired Supervision | Jun 17, 2019 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| Unsupervised Face Normalization With Extreme Pose and Expression in the Wild | Jun 1, 2019 | Face GenerationFace Recognition | CodeCode Available | 1 |
| GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling | May 27, 2019 | DenoisingGenerative Adversarial Network | CodeCode Available | 1 |
| How is Gaze Influenced by Image Transformations? Dataset and Model | May 16, 2019 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 1 |
| Learning to Groove with Inverse Sequence Transformations | May 14, 2019 | Generative Adversarial NetworkQuantization | CodeCode Available | 1 |
| MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement | May 13, 2019 | Generative Adversarial NetworkSpeech Enhancement | CodeCode Available | 1 |
| From GAN to WGAN | Apr 18, 2019 | Generative Adversarial NetworkMath | CodeCode Available | 1 |
| Progressive Pose Attention Transfer for Person Image Generation | Apr 6, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis | Apr 2, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks | Mar 18, 2019 | Generative Adversarial Network | CodeCode Available | 1 |
| SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color | Feb 18, 2019 | Facial InpaintingForm | CodeCode Available | 1 |
| GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction | Feb 15, 2019 | 3D Face ReconstructionFace Reconstruction | CodeCode Available | 1 |
| MRI to CT Translation with GANs | Jan 16, 2019 | Computed Tomography (CT)Generative Adversarial Network | CodeCode Available | 1 |
| Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation | Jan 14, 2019 | Generative Adversarial NetworkImage-to-Image Translation | CodeCode Available | 1 |
| How Can We Make GAN Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale Approach | Jan 10, 2019 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 |
| Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images | Dec 19, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding | Dec 16, 2018 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 |
