| PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation | Feb 13, 2020 | Generative Adversarial NetworkSSIM | CodeCode Available | 1 |
| Generative-based Airway and Vessel Morphology Quantification on Chest CT Images | Feb 13, 2020 | Computed Tomography (CT)Generative Adversarial Network | —Unverified | 0 |
| MLFcGAN: Multi-level Feature Fusion based Conditional GAN for Underwater Image Color Correction | Feb 13, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Task-Aware Variational Adversarial Active Learning | Feb 11, 2020 | Active LearningGenerative Adversarial Network | —Unverified | 0 |
| Learning Stochastic Behaviour from Aggregate Data | Feb 10, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Face Hallucination with Finishing Touches | Feb 9, 2020 | Face HallucinationFace Recognition | —Unverified | 0 |
| Exocentric to Egocentric Image Generation via Parallel Generative Adversarial Network | Feb 8, 2020 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Local Facial Attribute Transfer through Inpainting | Feb 7, 2020 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Object-Adaptive LSTM Network for Real-time Visual Tracking with Adversarial Data Augmentation | Feb 7, 2020 | Computational EfficiencyData Augmentation | —Unverified | 0 |
| Subspace Capsule Network | Feb 7, 2020 | General ClassificationGenerative Adversarial Network | CodeCode Available | 1 |
| Joint Deep Learning of Facial Expression Synthesis and Recognition | Feb 6, 2020 | Deep LearningFacial Expression Recognition | —Unverified | 0 |
| Unbalanced GANs: Pre-training the Generator of Generative Adversarial Network using Variational Autoencoder | Feb 6, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Multistage Model for Robust Face Alignment Using Deep Neural Networks | Feb 4, 2020 | Face AlignmentGenerative Adversarial Network | —Unverified | 0 |
| Minimax Defense against Gradient-based Adversarial Attacks | Feb 4, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Acoustic anomaly detection via latent regularized gaussian mixture generative adversarial networks | Feb 4, 2020 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation | Feb 3, 2020 | channel selectionGenerative Adversarial Network | CodeCode Available | 1 |
| A Generative Adversarial Network for AI-Aided Chair Design | Jan 31, 2020 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Age-Conditioned Synthesis of Pediatric Computed Tomography with Auxiliary Classifier Generative Adversarial Networks | Jan 31, 2020 | Computed Tomography (CT)Generative Adversarial Network | —Unverified | 0 |
| Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN | Jan 31, 2020 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images | Jan 30, 2020 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Domain adaptation model for retinopathy detection from cross-domain OCT images | Jan 29, 2020 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| Simulation of electron-proton scattering events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN) | Jan 29, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Correlation via Synthesis: End-to-end Image Generation and Radiogenomic Learning Based on Generative Adversarial Network | Jan 25, 2020 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Feature Disentanglement to Aid Imaging Biomarker Characterization for Genetic Mutations | Jan 25, 2020 | DisentanglementGenerative Adversarial Network | —Unverified | 0 |
| Hybrid Apparent Diffusion Coefficient (HADC) Map | Jan 25, 2020 | Generative Adversarial Network | —Unverified | 0 |
| CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records | Jan 25, 2020 | Disease PredictionGeneral Classification | CodeCode Available | 1 |
| Toward a Controllable Disentanglement Network | Jan 22, 2020 | DecoderDisentanglement | CodeCode Available | 0 |
| Using a Generative Adversarial Network for CT Normalization and its Impact on Radiomic Features | Jan 22, 2020 | Generative Adversarial NetworkSSIM | —Unverified | 0 |
| ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network | Jan 21, 2020 | Generative Adversarial NetworkImage Super-Resolution | 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 |
| P^2-GAN: Efficient Style Transfer Using Single Style Image | Jan 21, 2020 | Computational EfficiencyGenerative Adversarial Network | CodeCode Available | 0 |
| GTNet: Generative Transfer Network for Zero-Shot Object Detection | Jan 19, 2020 | Generative Adversarial NetworkObject | CodeCode Available | 0 |
| A GAN-based Tunable Image Compression System | Jan 18, 2020 | Generative Adversarial NetworkImage Compression | —Unverified | 0 |
| Regularized Cycle Consistent Generative Adversarial Network for Anomaly Detection | Jan 18, 2020 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition | Jan 17, 2020 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| A Method for Estimating Reflectance map and Material using Deep Learning with Synthetic Dataset | Jan 15, 2020 | Generative Adversarial Networkparameter estimation | —Unverified | 0 |
| Generative Adversarial Network Rooms in Generative Graph Grammar Dungeons for The Legend of Zelda | Jan 14, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Identifying Table Structure in Documents using Conditional Generative Adversarial Networks | Jan 13, 2020 | Generative Adversarial NetworkSmall Data Image Classification | —Unverified | 0 |
| High-Fidelity Synthesis with Disentangled Representation | Jan 13, 2020 | DisentanglementGenerative Adversarial Network | CodeCode Available | 1 |
| Multi-source Domain Adaptation for Visual Sentiment Classification | Jan 12, 2020 | ClassificationDomain Adaptation | —Unverified | 0 |
| Bridging the gap between AI and Healthcare sides: towards developing clinically relevant AI-powered diagnosis systems | Jan 12, 2020 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Symmetric Skip Connection Wasserstein GAN for High-Resolution Facial Image Inpainting | Jan 11, 2020 | DecoderGenerative Adversarial Network | —Unverified | 0 |
| The Counterfactual χ-GAN | Jan 9, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Cloud Removal with Fusion of High Resolution Optical and SAR Images Using Generative Adversarial Networks | Jan 5, 2020 | Cloud RemovalEarth Observation | —Unverified | 0 |
| FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides | Jan 3, 2020 | Generative Adversarial NetworkMulti Focus Image Fusion | CodeCode Available | 0 |
| Text2Sign: Towards Sign Language Production Using Neural Machine Translation and Generative Adversarial Networks | Jan 2, 2020 | Generative Adversarial NetworkMachine Translation | —Unverified | 0 |
| Pal-GAN: Palette-conditioned Generative Adversarial Networks | Jan 1, 2020 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Adversarial Paritial Multi-label Learning | Jan 1, 2020 | DecoderGenerative Adversarial Network | —Unverified | 0 |
| Enforcing Physical Constraints in Neural Neural Networks through Differentiable PDE Layer | Jan 1, 2020 | Generative Adversarial NetworkSuper-Resolution | CodeCode Available | 0 |
| Non-Sequential Melody Generation | Jan 1, 2020 | Generative Adversarial NetworkMusic Generation | —Unverified | 0 |