| Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs | Jun 8, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| SigDiffusions: Score-Based Diffusion Models for Long Time Series via Log-Signature Embeddings | Jun 14, 2024 | Time SeriesTime Series Generation | CodeCode Available | 0 | 5 |
| TimEHR: Image-based Time Series Generation for Electronic Health Records | Feb 9, 2024 | Generative Adversarial NetworkMissing Values | CodeCode Available | 0 | 5 |
| AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation | Jan 3, 2025 | Data AugmentationTime Series | CodeCode Available | 0 | 5 |
| Neural SDEs for Conditional Time Series Generation and the Signature-Wasserstein-1 metric | Jan 3, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| PATH: A Discrete-sequence Dataset for Evaluating Online Unsupervised Anomaly Detection Approaches for Multivariate Time Series | Nov 21, 2024 | Anomaly DetectionBenchmarking | CodeCode Available | 0 | 5 |
| ECG synthesis with Neural ODE and GAN models | Oct 30, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 | 0 |
| Diffusion-assisted Model Predictive Control Optimization for Power System Real-Time Operation | May 13, 2025 | Load ForecastingModel Predictive Control | —Unverified | 0 | 0 |
| Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data | May 20, 2025 | Data AugmentationSynthetic Data Generation | —Unverified | 0 | 0 |
| A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining | Aug 15, 2024 | Time SeriesTime Series Generation | —Unverified | 0 | 0 |
