| Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency | Mar 18, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts | Jan 9, 2025 | Data AugmentationTime Series | —Unverified | 0 | 0 |
| TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation | Jul 5, 2024 | Autonomous DrivingData Augmentation | —Unverified | 0 | 0 |
| Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation | Dec 13, 2023 | DenoisingFault Diagnosis | —Unverified | 0 | 0 |
| Time series forecasting for multidimensional telemetry data using GAN and BiLSTM in a Digital Twin | Jan 14, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Time-series Generation by Contrastive Imitation | Nov 2, 2023 | Time SeriesTime Series Generation | —Unverified | 0 | 0 |
| Time series generation for option pricing on quantum computers using tensor network | Feb 27, 2024 | Time SeriesTime Series Generation | —Unverified | 0 | 0 |
| Time Weaver: A Conditional Time Series Generation Model | Mar 5, 2024 | modelSpecificity | —Unverified | 0 | 0 |
| Towards Controllable Time Series Generation | Mar 6, 2024 | Time SeriesTime Series Generation | —Unverified | 0 | 0 |
| Towards Synthetic Multivariate Time Series Generation for Flare Forecasting | May 16, 2021 | Generative Adversarial NetworkSynthetic Data Generation | —Unverified | 0 | 0 |
