| Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled Representations | Jul 26, 2021 | Color NormalizationGenerative Adversarial Network | CodeCode Available | 1 |
| SurfaceNet: Adversarial SVBRDF Estimation from a Single Image | Jul 23, 2021 | Generative Adversarial NetworkSVBRDF Estimation | CodeCode Available | 1 |
| Audio-based drone detection and identification using deep learning techniques with dataset enhancement through generative adversarial networks | Jul 21, 2021 | Deep LearningGenerative Adversarial Network | CodeCode Available | 1 |
| StarGANv2-VC: A Diverse, Unsupervised, Non-parallel Framework for Natural-Sounding Voice Conversion | Jul 21, 2021 | Generative Adversarial Networktext-to-speech | CodeCode Available | 1 |
| Establishing process-structure linkages using Generative Adversarial Networks | Jul 20, 2021 | Conditional Image GenerationFeature Engineering | CodeCode Available | 1 |
| 3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images | Jul 20, 2021 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| Lifelong Teacher-Student Network Learning | Jul 9, 2021 | Generative Adversarial NetworkLifelong learning | CodeCode Available | 1 |
| SPI-GAN: Towards Single-Pixel Imaging through Generative Adversarial Network | Jul 3, 2021 | Generative Adversarial NetworkRepresentation Learning | CodeCode Available | 1 |
| Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes | Jun 21, 2021 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Deep Learning in Latent Space for Video Prediction and Compression | Jun 19, 2021 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| World-GAN: a Generative Model for Minecraft Worlds | Jun 18, 2021 | Generative Adversarial NetworkMinecraft | CodeCode Available | 1 |
| CRIL: Continual Robot Imitation Learning via Generative and Prediction Model | Jun 17, 2021 | Generative Adversarial NetworkImitation Learning | CodeCode Available | 1 |
| Unsupervised Training Data Generation of Handwritten Formulas using Generative Adversarial Networks with Self-Attention | Jun 17, 2021 | Generative Adversarial Network | CodeCode Available | 1 |
| Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy | Jun 15, 2021 | DescriptiveGenerative Adversarial Network | CodeCode Available | 1 |
| Low-Rank Subspaces in GANs | Jun 8, 2021 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design | Jun 7, 2021 | Design SynthesisDiversity | CodeCode Available | 1 |
| Materials Representation and Transfer Learning for Multi-Property Prediction | Jun 4, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Feasibility Assessment of Multitasking in MRI Neuroimaging Analysis: Tissue Segmentation, Cross-Modality Conversion and Bias correction | May 31, 2021 | Generative Adversarial NetworkSegmentation | CodeCode Available | 1 |
| PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer | May 28, 2021 | Generative Adversarial NetworkVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net | May 27, 2021 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| TarGAN: Target-Aware Generative Adversarial Networks for Multi-modality Medical Image Translation | May 19, 2021 | Generative Adversarial NetworkTranslation | CodeCode Available | 1 |
| Fast-GANFIT: Generative Adversarial Network for High Fidelity 3D Face Reconstruction | May 16, 2021 | 3D Face ReconstructionFace Reconstruction | CodeCode Available | 1 |
| Image Super-Resolution Quality Assessment: Structural Fidelity Versus Statistical Naturalness | May 15, 2021 | Generative Adversarial NetworkImage Quality Assessment | CodeCode Available | 1 |
| SyntheticFur dataset for neural rendering | May 13, 2021 | Generative Adversarial NetworkNeural Rendering | CodeCode Available | 1 |
| Unsupervised Remote Sensing Super-Resolution via Migration Image Prior | May 8, 2021 | Generative Adversarial NetworkSuper-Resolution | CodeCode Available | 1 |
| Infrared Image Super-Resolution via Transfer Learning and PSRGAN | May 6, 2021 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 |
| GRNN: Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning | May 2, 2021 | Federated LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Text2Video: Text-driven Talking-head Video Synthesis with Personalized Phoneme-Pose Dictionary | Apr 29, 2021 | Face GenerationGenerative Adversarial Network | CodeCode Available | 1 |
| VCGAN: Video Colorization with Hybrid Generative Adversarial Network | Apr 26, 2021 | ColorizationGenerative Adversarial Network | CodeCode Available | 1 |
| EigenGAN: Layer-Wise Eigen-Learning for GANs | Apr 26, 2021 | AttributeFace Generation | CodeCode Available | 1 |
| Supervised Anomaly Detection via Conditional Generative Adversarial Network and Ensemble Active Learning | Apr 24, 2021 | Active LearningAnomaly Detection | CodeCode Available | 1 |
| Generative Transformer for Accurate and Reliable Salient Object Detection | Apr 20, 2021 | AttributeCamouflaged Object Segmentation | CodeCode Available | 1 |
| Simultaneous Face Hallucination and Translation for Thermal to Visible Face Verification using Axial-GAN | Apr 13, 2021 | Face HallucinationFace Verification | CodeCode Available | 1 |
| Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation | Apr 12, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Generating Physically-Consistent Satellite Imagery for Climate Visualizations | Apr 10, 2021 | Earth ObservationGenerative Adversarial Network | CodeCode Available | 1 |
| Stock price prediction using Generative Adversarial Networks | Apr 2, 2021 | Fraud DetectionGenerative Adversarial Network | CodeCode Available | 1 |
| Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study | Mar 30, 2021 | Generative Adversarial NetworkImage Registration | CodeCode Available | 1 |
| Matched sample selection with GANs for mitigating attribute confounding | Mar 24, 2021 | AttributeFace Generation | CodeCode Available | 1 |
| Progressive and Aligned Pose Attention Transfer for Person Image Generation | Mar 22, 2021 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 1 |
| High Resolution Face Editing with Masked GAN Latent Code Optimization | Mar 20, 2021 | AttributeFace Parsing | CodeCode Available | 1 |
| DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network | Mar 14, 2021 | Contrastive LearningDiversity | CodeCode Available | 1 |
| MOGAN: Morphologic-structure-aware Generative Learning from a Single Image | Mar 4, 2021 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures | Mar 3, 2021 | Generative Adversarial Network | CodeCode Available | 1 |
| A Robust Adversarial Network-Based End-to-End Communications System With Strong Generalization Ability Against Adversarial Attacks | Mar 3, 2021 | Generative Adversarial Network | CodeCode Available | 1 |
| Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training | Mar 1, 2021 | Generative Adversarial Network | CodeCode Available | 1 |
| Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach | Feb 24, 2021 | Federated LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Generating 3D structures from a 2D slice with GAN-based dimensionality expansion | Feb 10, 2021 | Generative Adversarial Network | CodeCode Available | 1 |
| Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic | Feb 3, 2021 | Generative Adversarial Network | CodeCode Available | 1 |
| Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN | Jan 28, 2021 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 1 |
| Generative Multi-Label Zero-Shot Learning | Jan 27, 2021 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
