| Towards Controllable Time Series Generation | Mar 6, 2024 | Time SeriesTime Series Generation | —Unverified | 0 |
| Time Weaver: A Conditional Time Series Generation Model | Mar 5, 2024 | modelSpecificity | —Unverified | 0 |
| Diffusion-TS: Interpretable Diffusion for General Time Series Generation | Mar 4, 2024 | Audio SynthesisDecoder | CodeCode Available | 3 |
| Time series generation for option pricing on quantum computers using tensor network | Feb 27, 2024 | Time SeriesTime Series Generation | —Unverified | 0 |
| TimEHR: Image-based Time Series Generation for Electronic Health Records | Feb 9, 2024 | Generative Adversarial NetworkMissing Values | CodeCode Available | 0 |
| Deep Generative Modeling for Financial Time Series with Application in VaR: A Comparative Review | Jan 18, 2024 | DecoderTime Series | —Unverified | 0 |
| Class Conditional Time Series Generation with Structured Noise Space GAN | Dec 20, 2023 | Time SeriesTime Series Generation | —Unverified | 0 |
| Time-Transformer: Integrating Local and Global Features for Better Time Series Generation | Dec 18, 2023 | Data AugmentationDecoder | CodeCode Available | 1 |
| Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation | Dec 13, 2023 | DenoisingFault Diagnosis | —Unverified | 0 |
| Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling | Nov 21, 2023 | Anomaly DetectionTime Series | CodeCode Available | 1 |
