| Data Assimilation Predictive GAN (DA-PredGAN): applied to determine the spread of COVID-19 | May 17, 2021 | EpidemiologyGenerative Adversarial Network | —Unverified | 0 |
| Deep Generative Models for Proton Zero Degree Calorimeter Simulations in ALICE, CERN | Jun 5, 2024 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Deep Generative Models for Ultra-High Granularity Particle Physics Detector Simulation: A Voyage From Emulation to Extrapolation | Mar 5, 2024 | Generative Adversarial NetworkRelational Reasoning | —Unverified | 0 |
| Deep generative model super-resolves spatially correlated multiregional climate data | Sep 26, 2022 | Generative Adversarial NetworkSuper-Resolution | —Unverified | 0 |
| Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers | Apr 1, 2022 | AnatomyDeep Learning | —Unverified | 0 |
| Deep Generative Networks for Heterogeneous Augmentation of Cranial Defects | Aug 9, 2023 | Generative Adversarial Network | —Unverified | 0 |
| A Strictly Bounded Deep Network for Unpaired Cyclic Translation of Medical Images | Nov 4, 2023 | Dictionary LearningGenerative Adversarial Network | —Unverified | 0 |
| A generative adversarial network approach to (ensemble) weather prediction | Jun 13, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations | Dec 11, 2023 | Data AugmentationEmotion Recognition | —Unverified | 0 |
| At Your Fingertips: Automatic Piano Fingering Detection | Sep 25, 2019 | Generative Adversarial Network | —Unverified | 0 |
| DiffRenderGAN: Addressing Training Data Scarcity in Deep Segmentation Networks for Quantitative Nanomaterial Analysis through Differentiable Rendering and Generative Modelling | Feb 13, 2025 | Generative Adversarial Network | —Unverified | 0 |
| DeepKeyGen: A Deep Learning-based Stream Cipher Generator for Medical Image Encryption and Decryption | Dec 21, 2020 | Generative Adversarial Network | —Unverified | 0 |
| DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography | Feb 1, 2024 | 3D Reconstructioncompressed sensing | —Unverified | 0 |
| DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) | Feb 18, 2018 | Data AugmentationDeep Attention | —Unverified | 0 |
| Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks | Jul 8, 2024 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| Deep learning-based color holographic microscopy | Jul 15, 2019 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| A Stochastic Time Series Model for Predicting Financial Trends using NLP | Feb 2, 2021 | Generative Adversarial NetworkSentiment Analysis | —Unverified | 0 |
| Deep Learning Based on Generative Adversarial and Convolutional Neural Networks for Financial Time Series Predictions | Aug 8, 2020 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance | Oct 18, 2023 | ClusteringGenerative Adversarial Network | —Unverified | 0 |
| Deep Learning-based Prediction of Stress and Strain Maps in Arterial Walls for Improved Cardiovascular Risk Assessment | Aug 3, 2023 | Generative Adversarial NetworkSSIM | —Unverified | 0 |
| Deep learning-based super-resolution in coherent imaging systems | Oct 15, 2018 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Deep Learning Based Traffic Surveillance System For Missing and Suspicious Car Detection | Jul 17, 2020 | Generative Adversarial NetworkOptical Character Recognition | —Unverified | 0 |
| Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue | Mar 30, 2018 | Generative Adversarial NetworkVirtual Staining | —Unverified | 0 |
| Deep Learning-Enabled System Diagnosis in Microgrids: A Feature-Feedback GAN Approach | May 2, 2025 | Generative Adversarial Network | —Unverified | 0 |
| DAFT-GAN: Dual Affine Transformation Generative Adversarial Network for Text-Guided Image Inpainting | Aug 9, 2024 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |