| Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization | Mar 25, 2022 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| 3D GAN Inversion for Controllable Portrait Image Animation | Mar 25, 2022 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Fast and computationally efficient generative adversarial network algorithm for unmanned aerial vehicle-based network coverage optimization | Mar 25, 2022 | Generative Adversarial Network | —Unverified | 0 |
| QS-Craft: Learning to Quantize, Scrabble and Craft for Conditional Human Motion Animation | Mar 22, 2022 | Generative Adversarial Network | —Unverified | 0 |
| Network state Estimation using Raw Video Analysis: vQoS-GAN based non-intrusive Deep Learning Approach | Mar 22, 2022 | Generative Adversarial NetworkState Estimation | —Unverified | 0 |
| Conditional Generative Data Augmentation for Clinical Audio Datasets | Mar 22, 2022 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Network for Future Hand Segmentation from Egocentric Video | Mar 21, 2022 | Generative Adversarial NetworkHand Segmentation | CodeCode Available | 0 |
| Modelling nonlinear dependencies in the latent space of inverse scattering | Mar 19, 2022 | Generative Adversarial Network | —Unverified | 0 |
| Font Generation with Missing Impression Labels | Mar 19, 2022 | DecoderFont Generation | —Unverified | 0 |
| Fine Detailed Texture Learning for 3D Meshes with Generative Models | Mar 17, 2022 | Generative Adversarial Network | —Unverified | 0 |
| Driving Anomaly Detection Using Conditional Generative Adversarial Network | Mar 15, 2022 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| Training Generative Adversarial Networks for Optical Property Mapping using Synthetic Image Data | Mar 15, 2022 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| Neural Radiance Projection | Mar 15, 2022 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| GSDA: Generative Adversarial Network-based Semi-Supervised Data Augmentation for Ultrasound Image Classification | Mar 11, 2022 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| FedSyn: Synthetic Data Generation using Federated Learning | Mar 11, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Downstream Fairness Caveats with Synthetic Healthcare Data | Mar 9, 2022 | FairnessGenerative Adversarial Network | —Unverified | 0 |
| A high-precision self-supervised monocular visual odometry in foggy weather based on robust cycled generative adversarial networks and multi-task learning aided depth estimation | Mar 9, 2022 | Depth EstimationGenerative Adversarial Network | —Unverified | 0 |
| HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis | Mar 9, 2022 | Decision MakingGenerative Adversarial Network | CodeCode Available | 0 |
| Hybrid Deep Learning Model using SPCAGAN Augmentation for Insider Threat Analysis | Mar 6, 2022 | Adversarial RobustnessAnomaly Detection | —Unverified | 0 |
| Detection of Parasitic Eggs from Microscopy Images and the emergence of a new dataset | Mar 6, 2022 | Generative Adversarial NetworkImage Enhancement | —Unverified | 0 |
| Language vs Speaker Change: A Comparative Study | Mar 5, 2022 | Change DetectionGenerative Adversarial Network | —Unverified | 0 |
| Virtual Histological Staining of Label-Free Total Absorption Photoacoustic Remote Sensing (TA-PARS) | Mar 4, 2022 | ColorizationDiagnostic | —Unverified | 0 |
| Tail-GAN: Learning to Simulate Tail Risk Scenarios | Mar 3, 2022 | Generative Adversarial Network | —Unverified | 0 |
| Curvature Graph Generative Adversarial Networks | Mar 3, 2022 | Generative Adversarial Network | CodeCode Available | 0 |
| On generating parametrised structural data using conditional generative adversarial networks | Mar 3, 2022 | Generative Adversarial NetworkStructural Health Monitoring | —Unverified | 0 |
| PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling | Mar 2, 2022 | DescriptiveGenerative Adversarial Network | —Unverified | 0 |
| On the application of generative adversarial networks for nonlinear modal analysis | Mar 2, 2022 | Generative Adversarial Network | —Unverified | 0 |
| CD-GAN: a robust fusion-based generative adversarial network for unsupervised remote sensing change detection with heterogeneous sensors | Mar 2, 2022 | Change DetectionEarth Observation | —Unverified | 0 |
| One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU | Feb 28, 2022 | 16k4k | —Unverified | 0 |
| Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval | Feb 24, 2022 | 3D Shape RetrievalGenerative Adversarial Network | —Unverified | 0 |
| Time Efficient Training of Progressive Generative Adversarial Network using Depthwise Separable Convolution and Super Resolution Generative Adversarial Network | Feb 24, 2022 | Generative Adversarial NetworkImage Augmentation | —Unverified | 0 |
| SLOGAN: Handwriting Style Synthesis for Arbitrary-Length and Out-of-Vocabulary Text | Feb 23, 2022 | AttributeDiversity | —Unverified | 0 |
| Art Creation with Multi-Conditional StyleGANs | Feb 23, 2022 | Generative Adversarial Network | CodeCode Available | 0 |
| Super-resolution GANs of randomly-seeded fields | Feb 23, 2022 | Generative Adversarial NetworkSuper-Resolution | CodeCode Available | 0 |
| Social Computational Design Method for Generating Product Shapes with GAN and Transformer Models | Feb 22, 2022 | Generative Adversarial Network | —Unverified | 0 |
| Privacy-Preserving In-Bed Pose Monitoring: A Fusion and Reconstruction Study | Feb 22, 2022 | Generative Adversarial NetworkPose Estimation | —Unverified | 0 |
| ALGAN: Anomaly Detection by Generating Pseudo Anomalous Data via Latent Variables | Feb 21, 2022 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty | Feb 21, 2022 | FormGenerative Adversarial Network | CodeCode Available | 0 |
| Outlier-based Autism Detection using Longitudinal Structural MRI | Feb 21, 2022 | Autism detectionGenerative Adversarial Network | —Unverified | 0 |
| Unpaired Quad-Path Cycle Consistent Adversarial Networks for Single Image Defogging | Feb 19, 2022 | Generative Adversarial Network | —Unverified | 0 |
| Prior image-based medical image reconstruction using a style-based generative adversarial network | Feb 17, 2022 | FormGenerative Adversarial Network | —Unverified | 0 |
| Point Cloud Generation with Continuous Conditioning | Feb 17, 2022 | Density EstimationDiversity | —Unverified | 0 |
| Fast online inference for nonlinear contextual bandit based on Generative Adversarial Network | Feb 17, 2022 | Bayesian InferenceGenerative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Network-Driven Detection of Adversarial Tasks in Mobile Crowdsensing | Feb 16, 2022 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 |
| GAN Estimation of Lipschitz Optimal Transport Maps | Feb 16, 2022 | Generative Adversarial Network | —Unverified | 0 |
| Applying adversarial networks to increase the data efficiency and reliability of Self-Driving Cars | Feb 16, 2022 | Generative Adversarial Networkimage-classification | —Unverified | 0 |
| Image translation of Ultrasound to Pseudo Anatomical Display by CycleGAN | Feb 16, 2022 | AnatomyGenerative Adversarial Network | CodeCode Available | 0 |
| A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis | Feb 14, 2022 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| A Wasserstein GAN for Joint Learning of Inpainting and Spatial Optimisation | Feb 11, 2022 | Generative Adversarial NetworkImage Inpainting | —Unverified | 0 |
| Improving Image-recognition Edge Caches with a Generative Adversarial Network | Feb 11, 2022 | Generative Adversarial Network | —Unverified | 0 |