| Style transfer as data augmentation: evaluating unpaired image-to-image translation models in mammography | Feb 4, 2025 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Learning Traffic Anomalies from Generative Models on Real-Time Observations | Feb 3, 2025 | Generative Adversarial NetworkManagement | CodeCode Available | 0 |
| BC-GAN: A Generative Adversarial Network for Synthesizing a Batch of Collocated Clothing | Feb 3, 2025 | Contrastive LearningGenerative Adversarial Network | —Unverified | 0 |
| Texture Image Synthesis Using Spatial GAN Based on Vision Transformers | Feb 3, 2025 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Ambient Denoising Diffusion Generative Adversarial Networks for Establishing Stochastic Object Models from Noisy Image Data | Jan 31, 2025 | Computed Tomography (CT)Denoising | —Unverified | 0 |
| Application of Generative Adversarial Network (GAN) for Synthetic Training Data Creation to improve performance of ANN Classifier for extracting Built-Up pixels from Landsat Satellite Imagery | Jan 31, 2025 | Generative Adversarial Network | —Unverified | 0 |
| Towards Robust Stability Prediction in Smart Grids: GAN-based Approach under Data Constraints and Adversarial Challenges | Jan 27, 2025 | Generative Adversarial Network | —Unverified | 0 |
| Generating Spatial Synthetic Populations Using Wasserstein Generative Adversarial Network: A Case Study with EU-SILC Data for Helsinki and Thessaloniki | Jan 27, 2025 | Generative Adversarial Network | —Unverified | 0 |
| Towards Intelligent Design: A Self-driven Framework for Collocated Clothing Synthesis Leveraging Fashion Styles and Textures | Jan 23, 2025 | Generative Adversarial NetworkSelf-Supervised Learning | —Unverified | 0 |
| Regressor-Guided Image Editing Regulates Emotional Response to Reduce Online Engagement | Jan 21, 2025 | Generative Adversarial Network | —Unverified | 0 |
| Enhanced Multi-Scale Cross-Attention for Person Image Generation | Jan 15, 2025 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Generating Realistic Synthetic Head Rotation Data for Extended Reality using Deep Learning | Jan 15, 2025 | Generative Adversarial NetworkSynthetic Data Generation | —Unverified | 0 |
| VECT-GAN: A variationally encoded generative model for overcoming data scarcity in pharmaceutical science | Jan 15, 2025 | Generative Adversarial NetworkKnowledge Distillation | CodeCode Available | 0 |
| A Novel Multiple Interval Prediction Method for Electricity Prices based on Scenarios Generation: Definition and Method | Jan 15, 2025 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Scenarios Generation-based Multiple Interval Prediction Method for Electricity Prices | Jan 15, 2025 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Prediction Interval Construction Method for Electricity Prices | Jan 14, 2025 | Generative Adversarial NetworkPrediction | —Unverified | 0 |
| SFC-GAN: A Generative Adversarial Network for Brain Functional and Structural Connectome Translation | Jan 13, 2025 | Diffusion MRIFunctional Connectivity | —Unverified | 0 |
| Defect Detection Network In PCB Circuit Devices Based on GAN Enhanced YOLOv11 | Jan 12, 2025 | Data AugmentationDefect Detection | —Unverified | 0 |
| Super-Resolution of 3D Micro-CT Images Using Generative Adversarial Networks: Enhancing Resolution and Segmentation Accuracy | Jan 12, 2025 | Generative Adversarial NetworkSuper-Resolution | CodeCode Available | 0 |
| Towards Probabilistic Inference of Human Motor Intentions by Assistive Mobile Robots Controlled via a Brain-Computer Interface | Jan 9, 2025 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Patch-GAN Transfer Learning with Reconstructive Models for Cloud Removal | Jan 9, 2025 | Cloud RemovalGenerative Adversarial Network | —Unverified | 0 |
| BiasGuard: Guardrailing Fairness in Machine Learning Production Systems | Jan 7, 2025 | AttributeFairness | CodeCode Available | 0 |
| A Value Mapping Virtual Staining Framework for Large-scale Histological Imaging | Jan 7, 2025 | Generative Adversarial NetworkVirtual Staining | —Unverified | 0 |
| Diabetic Retinopathy Detection Using CNN with Residual Block with DCGAN | Jan 4, 2025 | Data AugmentationDiabetic Retinopathy Detection | —Unverified | 0 |
| Multivariate Time Series Anomaly Detection using DiffGAN Model | Jan 3, 2025 | Anomaly DetectionGenerative Adversarial Network | CodeCode Available | 0 |
| ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining | Jan 1, 2025 | Contrastive LearningGenerative Adversarial Network | CodeCode Available | 0 |
| Generative Deep Synthesis of MIMO Sensing Waveforms with Desired Transmit Beampattern | Dec 30, 2024 | Generative Adversarial Network | —Unverified | 0 |
| Estimation of System Parameters Including Repeated Cross-Sectional Data through Emulator-Informed Deep Generative Model | Dec 27, 2024 | Generative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Network on Motion-Blur Image Restoration | Dec 27, 2024 | DeblurringGenerative Adversarial Network | —Unverified | 0 |
| MGAN-CRCM: A Novel Multiple Generative Adversarial Network and Coarse-Refinement Based Cognizant Method for Image Inpainting | Dec 25, 2024 | Generative Adversarial NetworkImage Inpainting | CodeCode Available | 0 |
| Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration | Dec 24, 2024 | Data AugmentationDomain Adaptation | CodeCode Available | 0 |
| Data-driven Modeling of Parameterized Nonlinear Fluid Dynamical Systems with a Dynamics-embedded Conditional Generative Adversarial Network | Dec 23, 2024 | Generative Adversarial Network | —Unverified | 0 |
| DTSGAN: Learning Dynamic Textures via Spatiotemporal Generative Adversarial Network | Dec 22, 2024 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Enhancing Nighttime Vehicle Detection with Day-to-Night Style Transfer and Labeling-Free Augmentation | Dec 21, 2024 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency | Dec 18, 2024 | Edge-computingGenerative Adversarial Network | —Unverified | 0 |
| Hybrid Data-Free Knowledge Distillation | Dec 18, 2024 | Data-free Knowledge DistillationGenerative Adversarial Network | CodeCode Available | 0 |
| Distilled Pooling Transformer Encoder for Efficient Realistic Image Dehazing | Dec 18, 2024 | Generative Adversarial NetworkImage Dehazing | CodeCode Available | 0 |
| A New Adversarial Perspective for LiDAR-based 3D Object Detection | Dec 17, 2024 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| Progressive Monitoring of Generative Model Training Evolution | Dec 17, 2024 | Dimensionality ReductionGenerative Adversarial Network | —Unverified | 0 |
| Ensemble Learning and 3D Pix2Pix for Comprehensive Brain Tumor Analysis in Multimodal MRI | Dec 16, 2024 | Ensemble LearningGenerative Adversarial Network | —Unverified | 0 |
| Adapting Segment Anything Model (SAM) to Experimental Datasets via Fine-Tuning on GAN-based Simulation: A Case Study in Additive Manufacturing | Dec 16, 2024 | Computational EfficiencyGenerative Adversarial Network | CodeCode Available | 0 |
| Macro2Micro: Cross-modal Magnetic Resonance Imaging Synthesis Leveraging Multi-scale Brain Structures | Dec 15, 2024 | AnatomyGenerative Adversarial Network | —Unverified | 0 |
| Generative AI: A Pix2pix-GAN-Based Machine Learning Approach for Robust and Efficient Lung Segmentation | Dec 14, 2024 | Generative Adversarial Network | —Unverified | 0 |
| Control of Overfitting with Physics | Dec 14, 2024 | Generative Adversarial Network | —Unverified | 0 |
| T-GMSI: A transformer-based generative model for spatial interpolation under sparse measurements | Dec 13, 2024 | Generative Adversarial NetworkSpatial Interpolation | —Unverified | 0 |
| A Step towards Automated and Generalizable Tactile Map Generation using Generative Adversarial Networks | Dec 10, 2024 | Generative Adversarial Network | —Unverified | 0 |
| Echocardiography to Cardiac MRI View Transformation for Real-Time Blind Restoration | Dec 9, 2024 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| Enhancing operational wind downscaling capabilities over Canada: Application of a Conditional Wasserstein GAN methodology | Dec 9, 2024 | Generative Adversarial Network | —Unverified | 0 |
| How transfer learning is used in generative models for image classification: improved accuracy | Dec 9, 2024 | ClassificationGenerative Adversarial Network | CodeCode Available | 0 |
| A Framework For Image Synthesis Using Supervised Contrastive Learning | Dec 5, 2024 | Contrastive LearningGenerative Adversarial Network | —Unverified | 0 |