| Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems | Sep 25, 2019 | Computed Tomography (CT)Generative Adversarial Network | —Unverified | 0 |
| Generating Geological Facies Models with Fidelity to Diversity and Statistics of Training Images using Improved Generative Adversarial Networks | Sep 23, 2019 | Decision MakingDisentanglement | —Unverified | 0 |
| Predicting Landscapes from Environmental Conditions Using Generative Networks | Sep 23, 2019 | Generative Adversarial Network | —Unverified | 0 |
| CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language | Sep 21, 2019 | Generative Adversarial NetworkZero-Shot Learning | —Unverified | 0 |
| Coupled Generative Adversarial Network for Continuous Fine-grained Action Segmentation | Sep 20, 2019 | Action SegmentationGenerative Adversarial Network | —Unverified | 0 |
| Creative GANs for generating poems, lyrics, and metaphors | Sep 20, 2019 | Generative Adversarial NetworkLanguage Modeling | CodeCode Available | 0 |
| Fine-grained Action Segmentation using the Semi-Supervised Action GAN | Sep 20, 2019 | Action ClassificationAction Segmentation | —Unverified | 0 |
| Deeply Matting-based Dual Generative Adversarial Network for Image and Document Label Supervision | Sep 19, 2019 | Generative Adversarial NetworkImage Matting | —Unverified | 0 |
| Dual Encoder-Decoder based Generative Adversarial Networks for Disentangled Facial Representation Learning | Sep 19, 2019 | BenchmarkingDecoder | —Unverified | 0 |
| Physics-informed semantic inpainting: Application to geostatistical modeling | Sep 19, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Identity-Aware Deep Face Hallucination via Adversarial Face Verification | Sep 17, 2019 | Face HallucinationFace Verification | —Unverified | 0 |
| Prediction of rare feature combinations in population synthesis: Application of deep generative modelling | Sep 17, 2019 | Generative Adversarial Network | —Unverified | 0 |
| ProtoGAN: Towards Few Shot Learning for Action Recognition | Sep 17, 2019 | Action RecognitionFew-Shot Learning | —Unverified | 0 |
| Microstructure synthesis using style-based generative adversarial network | Sep 16, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition | Sep 16, 2019 | AnatomyDiagnostic | CodeCode Available | 0 |
| Controllable Text-to-Image Generation | Sep 16, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| Unsupervised Eyeglasses Removal in the Wild | Sep 16, 2019 | Face ReconstructionFace Verification | CodeCode Available | 0 |
| Adversarial Partial Multi-Label Learning | Sep 15, 2019 | DecoderGenerative Adversarial Network | —Unverified | 0 |
| GAN priors for Bayesian inference | Sep 14, 2019 | Bayesian InferenceGenerative Adversarial Network | —Unverified | 0 |
| Generative Inpainting Network Applications on Seismic Image Compression and Non-Uniform Sampling | Sep 14, 2019 | Compressive SensingGenerative Adversarial Network | —Unverified | 0 |
| Spoken Speech Enhancement using EEG | Sep 13, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Coupling Rendering and Generative Adversarial Networks for Artificial SAS Image Generation | Sep 13, 2019 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 Model | Sep 10, 2019 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Virtual organelle self-coding for fluorescence imaging via adversarial learning | Sep 10, 2019 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| DeepPrivacy: A Generative Adversarial Network for Face Anonymization | Sep 10, 2019 | Face AnonymizationGenerative Adversarial Network | CodeCode Available | 2 |
| One-to-one Mapping for Unpaired Image-to-image Translation | Sep 9, 2019 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Out-of-domain Detection for Natural Language Understanding in Dialog Systems | Sep 9, 2019 | Generative Adversarial NetworkNatural Language Understanding | CodeCode Available | 1 |
| Neural Style-Preserving Visual Dubbing | Sep 5, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Beyond Photo Realism for Domain Adaptation from Synthetic Data | Sep 4, 2019 | DenoisingDomain Adaptation | —Unverified | 0 |
| Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI | Sep 3, 2019 | Cardiac SegmentationData Augmentation | —Unverified | 0 |
| Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation | Aug 27, 2019 | AnatomyDisentanglement | —Unverified | 0 |
| Adversarial regression training for visualizing the progression of chronic obstructive pulmonary disease with chest x-rays | Aug 27, 2019 | Generative Adversarial Networkregression | CodeCode Available | 0 |
| Key Protected Classification for Collaborative Learning | Aug 27, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry | Aug 26, 2019 | Generative Adversarial NetworkImage Deconvolution | —Unverified | 0 |
| Open Event Extraction from Online Text using a Generative Adversarial Network | Aug 25, 2019 | ArticlesEvent Extraction | —Unverified | 0 |
| Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction | Aug 25, 2019 | DiagnosticGenerative Adversarial Network | CodeCode Available | 0 |
| SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification | Aug 24, 2019 | Generative Adversarial NetworkPerson Re-Identification | —Unverified | 0 |
| Coarse-to-fine Optimization for Speech Enhancement | Aug 21, 2019 | Generative Adversarial NetworkSpeech Enhancement | —Unverified | 0 |
| A Realistic Face-to-Face Conversation System based on Deep Neural Networks | Aug 21, 2019 | Generative Adversarial Network | —Unverified | 0 |
| TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays | Aug 21, 2019 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| MEGAN: A Generative Adversarial Network for Multi-View Network Embedding | Aug 20, 2019 | Generative Adversarial NetworkLink Prediction | —Unverified | 0 |
| Sparse Generative Adversarial Network | Aug 20, 2019 | Generative Adversarial Network | —Unverified | 0 |
| SPA-GAN: Spatial Attention GAN for Image-to-Image Translation | Aug 19, 2019 | Generative Adversarial NetworkImage-to-Image Translation | —Unverified | 0 |
| Boundless: Generative Adversarial Networks for Image Extension | Aug 19, 2019 | Generative Adversarial NetworkImage Inpainting | —Unverified | 0 |
| Applying Adversarial Auto-encoder for Estimating Human Walking Gait Abnormality Index | Aug 16, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification | Aug 16, 2019 | Generative Adversarial NetworkPerson Re-Identification | —Unverified | 0 |
| Imitation Learning for Sentence Generation with Dilated Convolutions Using Adversarial Training | Aug 15, 2019 | DiversityGenerative Adversarial Network | CodeCode Available | 0 |
| Conditional LSTM-GAN for Melody Generation from Lyrics | Aug 15, 2019 | Generative Adversarial Network | CodeCode Available | 0 |
| MemeFaceGenerator: Adversarial Synthesis of Chinese Meme-face from Natural Sentences | Aug 14, 2019 | Face GenerationGenerative Adversarial Network | —Unverified | 0 |
| HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning | Aug 14, 2019 | Generative Adversarial NetworkImage Captioning | —Unverified | 0 |
