| TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation | Nov 15, 2021 | Synthetic Data GenerationTime Series | CodeCode Available | 1 |
| Sig-Wasserstein GANs for Time Series Generation | Nov 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| ECG synthesis with Neural ODE and GAN models | Oct 30, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Quantum Quantile Mechanics: Solving Stochastic Differential Equations for Generating Time-Series | Aug 6, 2021 | Financial AnalysisTime Series | —Unverified | 0 |
| Towards Synthetic Multivariate Time Series Generation for Flare Forecasting | May 16, 2021 | Generative Adversarial NetworkSynthetic Data Generation | —Unverified | 0 |
| 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 |
