| DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better | Aug 10, 2019 | Blind Face RestorationDeblurring | CodeCode Available | 1 | 5 |
| Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic | Feb 3, 2021 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| DeepBedMap: Using a deep neural network to better resolve the bed topography of Antarctica | Apr 16, 2020 | Generative Adversarial NetworkSuper-Resolution | CodeCode Available | 1 | 5 |
| LatentGaze: Cross-Domain Gaze Estimation through Gaze-Aware Analytic Latent Code Manipulation | Sep 21, 2022 | DisentanglementGaze Estimation | CodeCode Available | 1 | 5 |
| LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images | Mar 10, 2020 | Generative Adversarial NetworkImage Segmentation | CodeCode Available | 1 | 5 |
| Score-Based Generative Models for Robust Channel Estimation | Nov 16, 2021 | compressed sensingGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Deep EvoGraphNet Architecture For Time-Dependent Brain Graph Data Synthesis From a Single Timepoint | Sep 28, 2020 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| Deepfake Network Architecture Attribution | Feb 28, 2022 | AttributeDeepFake Detection | CodeCode Available | 1 | 5 |
| Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks | Sep 22, 2017 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| Adversarial Directed Graph Embedding | Aug 9, 2020 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 | 5 |
| Lifelong Teacher-Student Network Learning | Jul 9, 2021 | Generative Adversarial NetworkLifelong learning | CodeCode Available | 1 | 5 |
| Deep Generative Model-based Synthesis of Four-bar Linkage Mechanisms with Target Conditions | Feb 22, 2024 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation | Oct 23, 2020 | Generative Adversarial NetworkImage Manipulation | CodeCode Available | 1 | 5 |
| Anomaly-Flow: A Multi-domain Federated Generative Adversarial Network for Distributed Denial-of-Service Detection | Mar 18, 2025 | Federated LearningGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| DEGAN: Time Series Anomaly Detection using Generative Adversarial Network Discriminators and Density Estimation | Oct 5, 2022 | Anomaly DetectionDensity Estimation | CodeCode Available | 1 | 5 |
| DeepCA: Deep Learning-based 3D Coronary Artery Tree Reconstruction from Two 2D Non-simultaneous X-ray Angiography Projections | Jul 19, 2024 | 3D geometryGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| MammoGANesis: Controlled Generation of High-Resolution Mammograms for Radiology Education | Oct 11, 2020 | AttributeGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Deep Learning in Latent Space for Video Prediction and Compression | Jun 19, 2021 | Anomaly DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs | Apr 28, 2022 | Anomaly DetectionGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Difficulty-Aware Simulator for Open Set Recognition | Jul 20, 2022 | DiversityGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Materials Representation and Transfer Learning for Multi-Property Prediction | Jun 4, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Deep Umbra: A Generative Approach for Sunlight Access Computation in Urban Spaces | Feb 27, 2024 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement | Oct 17, 2020 | BinarizationDeblurring | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning based Evasion Generative Adversarial Network for Botnet Detection | Oct 6, 2022 | Deep Reinforcement LearningGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Disentanglement in a GAN for Unconditional Speech Synthesis | Jul 4, 2023 | DisentanglementGenerative Adversarial Network | CodeCode Available | 1 | 5 |
