| Anchor-based oversampling for imbalanced tabular data via contrastive and adversarial learning | Mar 24, 2025 | Contrastive LearningGenerative Adversarial Network | —Unverified | 0 |
| Volumetric Reconstruction From Partial Views for Task-Oriented Grasping | Mar 19, 2025 | Generative Adversarial NetworkObject | —Unverified | 0 |
| RainScaleGAN: a Conditional Generative Adversarial Network for Rainfall Downscaling | Mar 17, 2025 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 0 |
| GAN-Based Single-Stage Defense for Traffic Sign Classification Under Adversarial Patch Attack | Mar 16, 2025 | Autonomous VehiclesGenerative Adversarial Network | —Unverified | 0 |
| Lithium-ion Battery Capacity Prediction via Conditional Recurrent Generative Adversarial Network-based Time-Series Regeneration | Mar 15, 2025 | Generative Adversarial NetworkPrediction | —Unverified | 0 |
| Finger-to-Chest Style Transfer-assisted Deep Learning Method For Photoplethysmogram Waveform Restoration with Timing Preservation | Mar 11, 2025 | Generative Adversarial NetworkStyle Transfer | —Unverified | 0 |
| Generative method for aerodynamic optimization based on classifier-free guided denoising diffusion probabilistic model | Mar 10, 2025 | Active LearningDenoising | —Unverified | 0 |
| X-GAN: A Generative AI-Powered Unsupervised Model for Main Vessel Segmentation of Glaucoma Screening | Mar 9, 2025 | Generative Adversarial NetworkSegmentation | CodeCode Available | 0 |
| Accelerated Patient-specific Non-Cartesian MRI Reconstruction using Implicit Neural Representations | Mar 7, 2025 | Anatomycompressed sensing | —Unverified | 0 |
| Self-Supervised Z-Slice Augmentation for 3D Bio-Imaging via Knowledge Distillation | Mar 5, 2025 | Generative Adversarial NetworkKnowledge Distillation | CodeCode Available | 0 |
| Modality-Agnostic Style Transfer for Holistic Feature Imputation | Mar 3, 2025 | Generative Adversarial NetworkImputation | —Unverified | 0 |
| PCE-GAN: A Generative Adversarial Network for Point Cloud Attribute Quality Enhancement based on Optimal Transport | Feb 26, 2025 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Revealing Microscopic Objects in Fluorescence Live Imaging by Video-to-video Translation Based on A Spatial-temporal Generative Adversarial Network | Feb 22, 2025 | Generative Adversarial NetworkTranslation | —Unverified | 0 |
| Generative adversarial networks vs large language models: a comparative study on synthetic tabular data generation | Feb 20, 2025 | Generative Adversarial NetworkLanguage Modeling | CodeCode Available | 0 |
| A Racing Dataset and Baseline Model for Track Detection in Autonomous Racing | Feb 19, 2025 | Autonomous RacingGenerative Adversarial Network | —Unverified | 0 |
| Joint Attention Mechanism Learning to Facilitate Opto-physiological Monitoring during Physical Activity | Feb 13, 2025 | Generative Adversarial NetworkPhotoplethysmography (PPG) | —Unverified | 0 |
| Zero-shot generation of synthetic neurosurgical data with large language models | Feb 13, 2025 | BenchmarkingDe-identification | CodeCode Available | 0 |
| DiffRenderGAN: Addressing Training Data Scarcity in Deep Segmentation Networks for Quantitative Nanomaterial Analysis through Differentiable Rendering and Generative Modelling | Feb 13, 2025 | Generative Adversarial Network | —Unverified | 0 |
| Towards THz-based Obstacle Sensing: A Generative Radio Environment Awareness Framework | Feb 11, 2025 | Generative Adversarial Network | —Unverified | 0 |
| A Conditional Tabular GAN-Enhanced Intrusion Detection System for Rare Attacks in IoT Networks | Feb 9, 2025 | Generative Adversarial NetworkIntrusion Detection | —Unverified | 0 |
| Investigating the impact of kernel harmonization and deformable registration on inspiratory and expiratory chest CT images for people with COPD | Feb 7, 2025 | Generative Adversarial NetworkImage Registration | —Unverified | 0 |
| ARTInp: CBCT-to-CT Image Inpainting and Image Translation in Radiotherapy | Feb 7, 2025 | AnatomyGenerative Adversarial Network | —Unverified | 0 |
| Deep Generative model that uses physical quantities to generate and retrieve solar magnetic active regions | Feb 7, 2025 | Generative Adversarial Network | CodeCode Available | 0 |
| Style transfer as data augmentation: evaluating unpaired image-to-image translation models in mammography | Feb 4, 2025 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Muographic Image Upsampling with Machine Learning for Built Infrastructure Applications | Feb 4, 2025 | Generative Adversarial NetworkSemantic Segmentation | —Unverified | 0 |