| Deep Generative Modeling for Financial Time Series with Application in VaR: A Comparative Review | Jan 18, 2024 | DecoderTime Series | —Unverified | 0 |
| Diffusion-assisted Model Predictive Control Optimization for Power System Real-Time Operation | May 13, 2025 | Load ForecastingModel Predictive Control | —Unverified | 0 |
| ECG synthesis with Neural ODE and GAN models | Oct 30, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Exploring Fungal Morphology Simulation and Dynamic Light Containment from a Graphics Generation Perspective | Sep 8, 2024 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Federated Time Series Generation on Feature and Temporally Misaligned Data | Oct 28, 2024 | Federated LearningTime Series | —Unverified | 0 |
| Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation | May 21, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification | Mar 28, 2023 | BenchmarkingPrivacy Preserving | —Unverified | 0 |
| High Rank Path Development: an approach of learning the filtration of stochastic processes | May 23, 2024 | Decision MakingTime Series | —Unverified | 0 |
| How to Unlock Time Series Editing? Diffusion-Driven Approach with Multi-Grained Control | Jun 5, 2025 | DenoisingTime Series | —Unverified | 0 |
| TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation | Jul 5, 2024 | Autonomous DrivingData Augmentation | —Unverified | 0 |
