| Monte Carlo Simulation of SDEs using GANs | Apr 3, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Conditional Loss and Deep Euler Scheme for Time Series Generation | Feb 10, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Attentive Gaussian processes for probabilistic time-series generation | Feb 10, 2021 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Random pattern and frequency generation using a photonic reservoir computer with output feedback | Dec 19, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Decision-Aware Conditional GANs for Time Series Data | Sep 26, 2020 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| MTSS-GAN: Multivariate Time Series Simulation Generative Adversarial Networks | Jun 26, 2020 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Conditional Sig-Wasserstein GANs for Time Series Generation | Jun 9, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Controlled time series generation for automotive software-in-the-loop testing using GANs | Feb 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| GRATIS: GeneRAting TIme Series with diverse and controllable characteristics | Mar 7, 2019 | BenchmarkingClustering | CodeCode Available | 0 |
| Quick and Easy Time Series Generation with Established Image-based GANs | Feb 14, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals | Jun 5, 2018 | Data AugmentationEEG | CodeCode Available | 1 |
| Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs | Jun 8, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
