| Real-World Super-Resolution of Face-Images from Surveillance Cameras | Feb 5, 2021 | Generative Adversarial NetworkImage Quality Assessment | —Unverified | 0 |
| VSEGAN: Visual Speech Enhancement Generative Adversarial Network | Feb 4, 2021 | Generative Adversarial NetworkSpeech Enhancement | —Unverified | 0 |
| Organization of a Latent Space structure in VAE/GAN trained by navigation data | Feb 3, 2021 | Generative Adversarial NetworkHippocampus | —Unverified | 0 |
| Robust pedestrian detection in thermal imagery using synthesized images | Feb 3, 2021 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| UPHDR-GAN: Generative Adversarial Network for High Dynamic Range Imaging with Unpaired Data | Feb 3, 2021 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| A Stochastic Time Series Model for Predicting Financial Trends using NLP | Feb 2, 2021 | Generative Adversarial NetworkSentiment Analysis | —Unverified | 0 |
| Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks | Feb 2, 2021 | Generative Adversarial Network | —Unverified | 0 |
| ConvNets for Counting: Object Detection of Transient Phenomena in Steelpan Drums | Feb 1, 2021 | Generative Adversarial Networkobject-detection | CodeCode Available | 0 |
| Ultrasound Image Classification using ACGAN with Small Training Dataset | Jan 31, 2021 | ClassificationData Augmentation | CodeCode Available | 0 |
| Advancing the AmbientGAN for learning stochastic object models | Jan 30, 2021 | Generative Adversarial NetworkObject | —Unverified | 0 |
| An adaptive artificial neural network-based generative design method for layout designs | Jan 29, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Self Sparse Generative Adversarial Networks | Jan 26, 2021 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| cGANs for Cartoon to Real-life Images | Jan 24, 2021 | CaricatureGenerative Adversarial Network | —Unverified | 0 |
| Fighting deepfakes by detecting GAN DCT anomalies | Jan 24, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Two-step Machine Learning Approach for Channel Estimation with Mixed Resolution RF Chains | Jan 24, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| A Transferable Anti-Forensic Attack on Forensic CNNs Using A Generative Adversarial Network | Jan 23, 2021 | Generative Adversarial Network | —Unverified | 0 |
| JigsawGAN: Auxiliary Learning for Solving Jigsaw Puzzles with Generative Adversarial Networks | Jan 19, 2021 | Auxiliary LearningGeneral Classification | —Unverified | 0 |
| PConv: Simple yet Effective Convolutional Layer for Generative Adversarial Network | Jan 19, 2021 | Generative Adversarial NetworkMemorization | —Unverified | 0 |
| DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN Training | Jan 19, 2021 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| GraphAttacker: A General Multi-Task GraphAttack Framework | Jan 18, 2021 | General ClassificationGenerative Adversarial Network | CodeCode Available | 0 |
| Road Surface Translation Under Snow-covered and Semantic Segmentation for Snow Hazard Index | Jan 14, 2021 | Generative Adversarial NetworkSemantic Segmentation | —Unverified | 0 |
| Road images augmentation with synthetic traffic signs using neural networks | Jan 13, 2021 | Generative Adversarial NetworkTraffic Sign Detection | —Unverified | 0 |
| Fine-grained Semantic Constraint in Image Synthesis | Jan 12, 2021 | AttributeDiversity | —Unverified | 0 |
| Airfoil GAN: Encoding and Synthesizing Airfoils for Aerodynamic Shape Optimization | Jan 12, 2021 | Generative Adversarial Network | —Unverified | 0 |
| Generative Adversarial U-Net for Domain-free Medical Image Augmentation | Jan 12, 2021 | Computed Tomography (CT)Generative Adversarial Network | —Unverified | 0 |
| Explaining the Black-box Smoothly- A Counterfactual Approach | Jan 11, 2021 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Time-Series Regeneration with Convolutional Recurrent Generative Adversarial Network for Remaining Useful Life Estimation | Jan 11, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Exploring Adversarial Fake Images on Face Manifold | Jan 9, 2021 | Adversarial AttackDeepFake Detection | —Unverified | 0 |
| InMoDeGAN: Interpretable Motion Decomposition Generative Adversarial Network for Video Generation | Jan 8, 2021 | Generative Adversarial NetworkVideo Generation | —Unverified | 0 |
| Manifold Interpolation for Large-Scale Multi-Objective Optimization via Generative Adversarial Networks | Jan 8, 2021 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Adversarial Machine Learning for 5G Communications Security | Jan 7, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| VHS to HDTV Video Translation using Multi-task Adversarial Learning | Jan 7, 2021 | Generative Adversarial NetworkSuper-Resolution | —Unverified | 0 |
| GRAPPA-GANs for Parallel MRI Reconstruction | Jan 5, 2021 | Generative Adversarial NetworkMRI Reconstruction | —Unverified | 0 |
| ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-supervised Continual Learning | Jan 2, 2021 | Continual LearningGenerative Adversarial Network | —Unverified | 0 |
| Sparse Coding-inspired GAN for Weakly Supervised Hyperspectral Anomaly Detection | Jan 1, 2021 | Anomaly DetectionDecoder | —Unverified | 0 |
| More than just an auxiliary loss: Anti-spoofing Backbone Training via Adversarial Pseudo-depth Generation | Jan 1, 2021 | Generative Adversarial Network | —Unverified | 0 |
| Can Shape Structure Features Improve Model Robustness Under Diverse Adversarial Settings? | Jan 1, 2021 | Edge DetectionGenerative Adversarial Network | —Unverified | 0 |
| Diversity Augmented Conditional Generative Adversarial Network for Enhanced Multimodal Image-to-Image Translation | Jan 1, 2021 | DiversityGenerative Adversarial Network | CodeCode Available | 0 |
| Learning To Remove Refractive Distortions From Underwater Images | Jan 1, 2021 | Generative Adversarial Network | —Unverified | 0 |
| Partial Off-Policy Learning: Balance Accuracy and Diversity for Human-Oriented Image Captioning | Jan 1, 2021 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Unsupervised Segmentation Incorporating Shape Prior via Generative Adversarial Networks | Jan 1, 2021 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| Synthesising Realistic Calcium Imaging Data of Neuronal Populations Using GAN | Jan 1, 2021 | Generative Adversarial Network | CodeCode Available | 0 |
| MCM-aware Twin-least-square GAN for Hyperspectral Anomaly Detection | Jan 1, 2021 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| GG-GAN: A Geometric Graph Generative Adversarial Network | Jan 1, 2021 | Generative Adversarial NetworkGraph Generation | —Unverified | 0 |
| FLAGNet : Feature Label based Automatic Generation Network for symbolic music | Jan 1, 2021 | Generative Adversarial NetworkMusic Generation | CodeCode Available | 0 |
| ADIS-GAN: Affine Disentangled GAN | Jan 1, 2021 | Generative Adversarial NetworkInductive Bias | —Unverified | 0 |
| SharpGAN: Receptive Field Block Net for Dynamic Scene Deblurring | Dec 31, 2020 | DeblurringGenerative Adversarial Network | —Unverified | 0 |
| 3D Human motion anticipation and classification | Dec 31, 2020 | Action RecognitionActivity Recognition | —Unverified | 0 |
| FGF-GAN: A Lightweight Generative Adversarial Network for Pansharpening via Fast Guided Filter | Dec 31, 2020 | Generative Adversarial NetworkImage Enhancement | —Unverified | 0 |
| LAIF: AI, Deep Learning for Germany Suetterlin Letter Recognition and Generation | Dec 30, 2020 | Deep LearningGenerative Adversarial Network | CodeCode Available | 0 |