| High-fidelity GAN Inversion with Padding Space | Mar 21, 2022 | Generative Adversarial NetworkImage Manipulation | CodeCode Available | 1 |
| PI-VAE: Physics-Informed Variational Auto-Encoder for stochastic differential equations | Mar 21, 2022 | Generative Adversarial Network | 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 |
| MRI-GAN: A Generalized Approach to Detect DeepFakes using Perceptual Image Assessment | Feb 28, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Network Architecture Attribution | Feb 28, 2022 | AttributeDeepFake Detection | 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 |
| Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks | Feb 21, 2022 | Generative Adversarial NetworkVideo Generation | 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 |
| 3D-aware Image Synthesis via Learning Structural and Textural Representations | Dec 20, 2021 | 3D-Aware Image SynthesisGenerative Adversarial Network | CodeCode Available | 1 |
| StyleSwin: Transformer-based GAN for High-resolution Image Generation | Dec 20, 2021 | BlockingComputational Efficiency | 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 |
| Unsupervised Image Denoising with Frequency Domain Knowledge | Nov 29, 2021 | DenoisingGenerative Adversarial Network | CodeCode Available | 1 |
| Optimizing Latent Space Directions For GAN-based Local Image Editing | Nov 24, 2021 | DisentanglementGenerative Adversarial Network | CodeCode Available | 1 |
| Image prediction of disease progression by style-based manifold extrapolation | Nov 22, 2021 | Generative Adversarial NetworkManagement | CodeCode Available | 1 |
| Score-Based Generative Models for Robust Channel Estimation | Nov 16, 2021 | compressed sensingGenerative Adversarial Network | CodeCode Available | 1 |
| Towards Generating Real-World Time Series Data | Nov 16, 2021 | DecoderGenerative Adversarial Network | CodeCode Available | 1 |
| RefineGAN: Universally Generating Waveform Better than Ground Truth with Highly Accurate Pitch and Intensity Responses | Nov 1, 2021 | Audio GenerationGenerative Adversarial Network | CodeCode Available | 1 |
| A Quantum Generative Adversarial Network for distributions | Oct 4, 2021 | Generative Adversarial Network | CodeCode Available | 1 |
| Enhance Images as You Like with Unpaired Learning | Oct 4, 2021 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| Unified Signal Compression Using a GAN with Iterative Latent Representation Optimization | Sep 23, 2021 | Generative Adversarial NetworkImage Compression | CodeCode Available | 1 |
| High-Fidelity GAN Inversion for Image Attribute Editing | Sep 14, 2021 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| Application of Ghost-DeblurGAN to Fiducial Marker Detection | Sep 8, 2021 | DeblurringGenerative Adversarial Network | CodeCode Available | 1 |
| TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks | Sep 2, 2021 | Decision MakingFairness | CodeCode Available | 1 |
| Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection | Aug 30, 2021 | Domain AdaptationGenerative Adversarial Network | CodeCode Available | 1 |
| Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection | Aug 28, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Single-Image Specular Highlight Removal via Real-World Dataset Construction | Aug 27, 2021 | Generative Adversarial NetworkHighlight Detection | CodeCode Available | 1 |
| XCI-Sketch: Extraction of Color Information from Images for Generation of Colored Outlines and Sketches | Aug 26, 2021 | ClusteringGenerative Adversarial Network | CodeCode Available | 1 |
| Improving generative adversarial network inversion via fine-tuning GAN encoders | Aug 23, 2021 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 1 |
| FACIAL: Synthesizing Dynamic Talking Face with Implicit Attribute Learning | Aug 18, 2021 | 3D Face AnimationAttribute | CodeCode Available | 1 |
| Contextual Convolutional Neural Networks | Aug 17, 2021 | Generative Adversarial Networkimage-classification | CodeCode Available | 1 |
| Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer | Aug 17, 2021 | DisentanglementGenerative Adversarial Network | CodeCode Available | 1 |
| RECALL: Replay-based Continual Learning in Semantic Segmentation | Aug 8, 2021 | Continual LearningGenerative Adversarial Network | CodeCode Available | 1 |
| GANmapper: geographical data translation | Aug 7, 2021 | Generative Adversarial NetworkTranslation | CodeCode Available | 1 |
| SMOTified-GAN for class imbalanced pattern classification problems | Aug 6, 2021 | ClassificationGenerative Adversarial Network | CodeCode Available | 1 |
| Continuous Language Generative Flow | Aug 1, 2021 | Data AugmentationDensity Estimation | CodeCode Available | 1 |
| Speech2AffectiveGestures: Synthesizing Co-Speech Gestures with Generative Adversarial Affective Expression Learning | Jul 31, 2021 | Generative Adversarial NetworkGesture Generation | CodeCode Available | 1 |
