| Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems | Dec 21, 2021 | Generative Adversarial NetworkImputation | —Unverified | 0 |
| FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction | Dec 19, 2021 | Disease PredictionFederated Learning | —Unverified | 0 |
| Imbalanced Sample Generation and Evaluation for Power System Transient Stability Using CTGAN | Dec 16, 2021 | Generative Adversarial Network | —Unverified | 0 |
| A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution | Dec 16, 2021 | Generative Adversarial NetworkImage Enhancement | —Unverified | 0 |
| Deep Generative Models for Geometric Design Under Uncertainty | Dec 15, 2021 | Generative Adversarial Network | CodeCode Available | 0 |
| Self-Ensembling GAN for Cross-Domain Semantic Segmentation | Dec 15, 2021 | Generative Adversarial NetworkSegmentation | CodeCode Available | 0 |
| Improving COVID-19 CXR Detection with Synthetic Data Augmentation | Dec 14, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Hierarchical Stochastic Scheduling of Multi-Community Integrated Energy Systems in Uncertain Environments via Stackelberg Game | Dec 14, 2021 | energy managementGenerative Adversarial Network | —Unverified | 0 |
| MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-based Image Captioning | Dec 13, 2021 | Caption GenerationDescriptive | —Unverified | 0 |
| Hallucinating Pose-Compatible Scenes | Dec 13, 2021 | Generative Adversarial NetworkScene Generation | —Unverified | 0 |
| CGAN-EB: A Non-parametric Empirical Bayes Method for Crash Hotspot Identification Using Conditional Generative Adversarial Networks: A Simulated Crash Data Study | Dec 13, 2021 | Generative Adversarial Network | —Unverified | 0 |
| Image-to-Height Domain Translation for Synthetic Aperture Sonar | Dec 12, 2021 | Generative Adversarial NetworkScene Understanding | —Unverified | 0 |
| Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information | Dec 10, 2021 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images | Dec 10, 2021 | Generative Adversarial NetworkSemantic Segmentation | —Unverified | 0 |
| mREAL-GAN: Generating Multiple Residential Electrical Appliance Load Profiles with Inter-Dependencies using a Generative Adversarial Network | Dec 8, 2021 | Generative Adversarial Network | —Unverified | 0 |
| Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning | Dec 8, 2021 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| Controllable Animation of Fluid Elements in Still Images | Dec 6, 2021 | Generative Adversarial NetworkOptical Flow Estimation | —Unverified | 0 |
| Construct Informative Triplet with Two-stage Hard-sample Generation | Dec 4, 2021 | Generative Adversarial NetworkMetric Learning | —Unverified | 0 |
| Semantic Map Injected GAN Training for Image-to-Image Translation | Dec 3, 2021 | Generative Adversarial NetworkImage-to-Image Translation | —Unverified | 0 |
| Altering Facial Expression Based on Textual Emotion | Dec 2, 2021 | Generative Adversarial Network | —Unverified | 0 |
| Using a GAN to Generate Adversarial Examples to Facial Image Recognition | Nov 30, 2021 | Face RecognitionGenerative Adversarial Network | —Unverified | 0 |
| Improvement in Machine Translation with Generative Adversarial Networks | Nov 30, 2021 | Generative Adversarial NetworkMachine Translation | —Unverified | 0 |
| Generative Convolution Layer for Image Generation | Nov 30, 2021 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Generative Adversarial Network (GAN) and Enhanced Root Mean Square Error (ERMSE): Deep Learning for Stock Price Movement Prediction | Nov 30, 2021 | Generative Adversarial Network | —Unverified | 0 |
| FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks | Nov 30, 2021 | DeblurringGenerative Adversarial Network | —Unverified | 0 |
