| From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification | Mar 28, 2023 | BenchmarkingPrivacy Preserving | —Unverified | 0 | 0 |
| High Rank Path Development: an approach of learning the filtration of stochastic processes | May 23, 2024 | Decision MakingTime Series | —Unverified | 0 | 0 |
| How to Unlock Time Series Editing? Diffusion-Driven Approach with Multi-Grained Control | Jun 5, 2025 | DenoisingTime Series | —Unverified | 0 | 0 |
| IMUDiffusion: A Diffusion Model for Multivariate Time Series Synthetisation for Inertial Motion Capturing Systems | Nov 5, 2024 | DiversityTime Series | —Unverified | 0 | 0 |
| Synthetic Time Series for Anomaly Detection in Cloud Microservices | Jul 21, 2024 | Anomaly DetectionCloud Computing | —Unverified | 0 | 0 |
| Leveraging Image-based Generative Adversarial Networks for Time Series Generation | Dec 15, 2021 | DisentanglementTime Series | —Unverified | 0 | 0 |
| Leveraging Priors via Diffusion Bridge for Time Series Generation | Aug 13, 2024 | Data AugmentationTime Series | —Unverified | 0 | 0 |
| MSDformer: Multi-scale Discrete Transformer For Time Series Generation | May 20, 2025 | Model OptimizationTime Series | —Unverified | 0 | 0 |
| On the Constrained Time-Series Generation Problem | Jul 4, 2023 | counterfactualTime Series | —Unverified | 0 | 0 |
| Quantum Quantile Mechanics: Solving Stochastic Differential Equations for Generating Time-Series | Aug 6, 2021 | Financial AnalysisTime Series | —Unverified | 0 | 0 |
| Quick and Easy Time Series Generation with Established Image-based GANs | Feb 14, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Random pattern and frequency generation using a photonic reservoir computer with output feedback | Dec 19, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |