| Synthesizing Tabular Data using Generative Adversarial Networks | Nov 27, 2018 | Generative Adversarial Network | CodeCode Available | 1 |
| CR-GAN: Learning Complete Representations for Multi-view Generation | Jun 28, 2018 | DecoderGenerative Adversarial Network | CodeCode Available | 1 |
| StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks | Jun 6, 2018 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| Human Action Generation with Generative Adversarial Networks | May 26, 2018 | Action GenerationGenerative Adversarial Network | CodeCode Available | 1 |
| Self-Attention Generative Adversarial Networks | May 21, 2018 | Conditional Image GenerationGenerative Adversarial Network | CodeCode Available | 1 |
| Feature Generating Networks for Zero-Shot Learning | Dec 4, 2017 | Generalized Zero-Shot LearningGenerative Adversarial Network | CodeCode Available | 1 |
| AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks | Nov 28, 2017 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Person Transfer GAN to Bridge Domain Gap for Person Re-Identification | Nov 23, 2017 | Generative Adversarial NetworkPerson Re-Identification | CodeCode Available | 1 |
| StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks | Oct 19, 2017 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks | Sep 22, 2017 | Generative Adversarial Network | CodeCode Available | 1 |
| The Conditional Analogy GAN: Swapping Fashion Articles on People Images | Sep 14, 2017 | ArticlesGenerative Adversarial Network | CodeCode Available | 1 |
| Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss | Aug 3, 2017 | DenoisingGenerative Adversarial Network | CodeCode Available | 1 |
| MoCoGAN: Decomposing Motion and Content for Video Generation | Jul 17, 2017 | Generative Adversarial NetworkVideo Generation | CodeCode Available | 1 |
| CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training | Mar 29, 2017 | AttributeData Augmentation | CodeCode Available | 1 |
| TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network | Mar 19, 2017 | DiversityGenerative Adversarial Network | CodeCode Available | 1 |
| Generating Multi-label Discrete Patient Records using Generative Adversarial Networks | Mar 19, 2017 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| Generalization and Equilibrium in Generative Adversarial Nets (GANs) | Mar 2, 2017 | Generative Adversarial Network | CodeCode Available | 1 |
| Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro | Jan 26, 2017 | Fine-Grained Image ClassificationGenerative Adversarial Network | CodeCode Available | 1 |
| Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | Sep 15, 2016 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 |
| InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets | Jun 12, 2016 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Autoencoding beyond pixels using a learned similarity metric | Dec 31, 2015 | Generative Adversarial NetworkTranslation | CodeCode Available | 1 |
| Adversarial attacks to image classification systems using evolutionary algorithms | Jul 17, 2025 | ClassificationDiversity | —Unverified | 0 |
| Generative Latent Kernel Modeling for Blind Motion Deblurring | Jul 12, 2025 | DeblurringGenerative Adversarial Network | CodeCode Available | 0 |
| Lightweight Safety Guardrails via Synthetic Data and RL-guided Adversarial Training | Jul 11, 2025 | Generative Adversarial NetworkSynthetic Data Generation | —Unverified | 0 |
| CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations | Jul 8, 2025 | Generative Adversarial NetworkLarge Language Model | CodeCode Available | 0 |
| Generative Adversarial Evasion and Out-of-Distribution Detection for UAV Cyber-Attacks | Jun 26, 2025 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| HybridQ: Hybrid Classical-Quantum Generative Adversarial Network for Skin Disease Image Generation | Jun 26, 2025 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Time-series surrogates from energy consumers generated by machine learning approaches for long-term forecasting scenarios | Jun 25, 2025 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| Efficient Beam Selection for ISAC in Cell-Free Massive MIMO via Digital Twin-Assisted Deep Reinforcement Learning | Jun 23, 2025 | Deep Reinforcement LearningGenerative Adversarial Network | —Unverified | 0 |
| An Attack Method for Medical Insurance Claim Fraud Detection based on Generative Adversarial Network | Jun 22, 2025 | Fraud DetectionGenerative Adversarial Network | —Unverified | 0 |
| Pattern-Based Phase-Separation of Tracer and Dispersed Phase Particles in Two-Phase Defocusing Particle Tracking Velocimetry | Jun 22, 2025 | Generative Adversarial Network | —Unverified | 0 |
| Pix2Geomodel: A Next-Generation Reservoir Geomodeling with Property-to-Property Translation | Jun 21, 2025 | Generative Adversarial NetworkProperty Prediction | —Unverified | 0 |
| MTSIC: Multi-stage Transformer-based GAN for Spectral Infrared Image Colorization | Jun 21, 2025 | ColorizationGenerative Adversarial Network | —Unverified | 0 |
| Proportional Sensitivity in Generative Adversarial Network (GAN)-Augmented Brain Tumor Classification Using Convolutional Neural Network | Jun 20, 2025 | Brain Tumor ClassificationGenerative Adversarial Network | —Unverified | 0 |
| CWGAN-GP Augmented CAE for Jamming Detection in 5G-NR in Non-IID Datasets | Jun 18, 2025 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| Generative Algorithms for Wildfire Progression Reconstruction from Multi-Modal Satellite Active Fire Measurements and Terrain Height | Jun 12, 2025 | Generative Adversarial Network | —Unverified | 0 |
| A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck | Jun 10, 2025 | Federated LearningGenerative Adversarial Network | —Unverified | 0 |
| TabularQGAN: A Quantum Generative Model for Tabular Data | May 28, 2025 | BenchmarkingGenerative Adversarial Network | —Unverified | 0 |
| ReflectGAN: Modeling Vegetation Effects for Soil Carbon Estimation from Satellite Imagery | May 24, 2025 | Generative Adversarial Network | CodeCode Available | 0 |
| Memory-Efficient Super-Resolution of 3D Micro-CT Images Using Octree-Based GANs: Enhancing Resolution and Segmentation Accuracy | May 24, 2025 | Generative Adversarial NetworkSuper-Resolution | —Unverified | 0 |
| UBGAN: Enhancing Coded Speech with Blind and Guided Bandwidth Extension | May 22, 2025 | Bandwidth ExtensionGenerative Adversarial Network | —Unverified | 0 |
| Synthesis of Ventilator Dyssynchrony Waveforms using a Hybrid Generative Model and a Lung Model | May 22, 2025 | Generative Adversarial Networkmodel | —Unverified | 0 |
| CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data | May 20, 2025 | Binary ClassificationDecision Making | —Unverified | 0 |
| α-GAN by Rényi Cross Entropy | May 20, 2025 | Generative Adversarial Network | —Unverified | 0 |
| A Study on the Refining Handwritten Font by Mixing Font Styles | May 19, 2025 | AttributeFont Style Transfer | —Unverified | 0 |
| CL-CaGAN: Capsule differential adversarial continuous learning for cross-domain hyperspectral anomaly detection | May 17, 2025 | Anomaly DetectionContinual Learning | —Unverified | 0 |
| CL-BioGAN: Biologically-Inspired Cross-Domain Continual Learning for Hyperspectral Anomaly Detection | May 17, 2025 | Anomaly DetectionContinual Learning | —Unverified | 0 |
| Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time Series | May 16, 2025 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| ROIsGAN: A Region Guided Generative Adversarial Framework for Murine Hippocampal Subregion Segmentation | May 15, 2025 | Generative Adversarial NetworkHippocampus | CodeCode Available | 0 |
| Super-Resolution Generative Adversarial Networks based Video Enhancement | May 14, 2025 | Generative Adversarial NetworkImage Enhancement | —Unverified | 0 |
