| Time-series Generation by Contrastive Imitation | Nov 2, 2023 | Time SeriesTime Series Generation | —Unverified | 0 |
| Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs | Oct 4, 2023 | Irregular Time SeriesTime Series | CodeCode Available | 1 |
| Deep Generative Methods for Producing Forecast Trajectories in Power Systems | Sep 26, 2023 | Decision MakingRTE | —Unverified | 0 |
| TSGBench: Time Series Generation Benchmark | Sep 7, 2023 | Anomaly DetectionData Augmentation | CodeCode Available | 1 |
| On the Constrained Time-Series Generation Problem | Jul 4, 2023 | counterfactualTime Series | —Unverified | 0 |
| Non-adversarial training of Neural SDEs with signature kernel scores | May 25, 2023 | Irregular Time SeriesTime Series Generation | CodeCode Available | 1 |
| PCF-GAN: generating sequential data via the characteristic function of measures on the path space | May 21, 2023 | Time SeriesTime Series Generation | CodeCode Available | 1 |
| From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification | Mar 28, 2023 | BenchmarkingPrivacy Preserving | —Unverified | 0 |
| Vector Quantized Time Series Generation with a Bidirectional Prior Model | Mar 8, 2023 | Image GenerationQuantization | CodeCode Available | 1 |
| Regular Time-series Generation using SGM | Jan 20, 2023 | DenoisingDiversity | —Unverified | 0 |
