| PI-VAE: Physics-Informed Variational Auto-Encoder for stochastic differential equations | Mar 21, 2022 | Generative Adversarial Network | CodeCode Available | 1 |
| High-fidelity GAN Inversion with Padding Space | Mar 21, 2022 | Generative Adversarial NetworkImage Manipulation | CodeCode Available | 1 |
| Magnetic Field Prediction Using Generative Adversarial Networks | Mar 14, 2022 | Generative Adversarial NetworkPrediction | CodeCode Available | 1 |
| The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms | Mar 12, 2022 | BIG-bench Machine LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Enhancing Mechanical Metamodels with a Generative Model-Based Augmented Training Dataset | Mar 8, 2022 | Generative Adversarial Network | CodeCode Available | 1 |
| Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment | Mar 6, 2022 | Generative Adversarial Network | CodeCode Available | 1 |
| Deepfake Network Architecture Attribution | Feb 28, 2022 | AttributeDeepFake Detection | CodeCode Available | 1 |
| MRI-GAN: A Generalized Approach to Detect DeepFakes using Perceptual Image Assessment | Feb 28, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks | Feb 21, 2022 | Generative Adversarial NetworkVideo Generation | CodeCode Available | 1 |
| Synthetic CT Skull Generation for Transcranial MR Imaging-Guided Focused Ultrasound Interventions with Conditional Adversarial Networks | Feb 21, 2022 | Generative Adversarial Network | CodeCode Available | 1 |
| Bias-Eliminated Semantic Refinement for Any-Shot Learning | Feb 10, 2022 | Few-Shot LearningGeneralized Zero-Shot Learning | CodeCode Available | 1 |
| Content-Noise Complementary Learning for Medical Image Denoising | Feb 2, 2022 | DenoisingGenerative Adversarial Network | CodeCode Available | 1 |
| TGFuse: An Infrared and Visible Image Fusion Approach Based on Transformer and Generative Adversarial Network | Jan 25, 2022 | Generative Adversarial NetworkInfrared And Visible Image Fusion | CodeCode Available | 1 |
| Fast MRI Reconstruction: How Powerful Transformers Are? | Jan 23, 2022 | Generative Adversarial NetworkMRI Reconstruction | CodeCode Available | 1 |
| Collapse by Conditioning: Training Class-conditional GANs with Limited Data | Jan 17, 2022 | Generative Adversarial Network | CodeCode Available | 1 |
| Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection | Jan 16, 2022 | Change DetectionGenerative Adversarial Network | CodeCode Available | 1 |
| RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark | Jan 3, 2022 | Generative Adversarial NetworkImage Restoration | CodeCode Available | 1 |
| A Brand New Dance Partner: Music-Conditioned Pluralistic Dancing Controlled by Multiple Dance Genres | Jan 1, 2022 | Generative Adversarial NetworkMotion Synthesis | CodeCode Available | 1 |
| Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications | Dec 22, 2021 | Decision MakingGenerative Adversarial Network | CodeCode Available | 1 |
| StyleSwin: Transformer-based GAN for High-resolution Image Generation | Dec 20, 2021 | BlockingComputational Efficiency | CodeCode Available | 1 |
| 3D-aware Image Synthesis via Learning Structural and Textural Representations | Dec 20, 2021 | 3D-Aware Image SynthesisGenerative Adversarial Network | CodeCode Available | 1 |
| A-ESRGAN: Training Real-World Blind Super-Resolution with Attention U-Net Discriminators | Dec 19, 2021 | Blind Super-ResolutionGenerative Adversarial Network | CodeCode Available | 1 |
| Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN | Dec 17, 2021 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| Synthetic ECG Signal Generation Using Generative Neural Networks | Dec 5, 2021 | Dynamic Time WarpingGenerative Adversarial Network | CodeCode Available | 1 |
| PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing | Dec 4, 2021 | Edge-computingFault Detection | CodeCode Available | 1 |
