E4GEN is an explainable diffusion model using E-Activator, E-Predictor, and E-Control for extreme-event-aware time-series generation evaluated on six datasets.
Beyond the norm: A survey of synthetic data generation for rare events.arXiv preprint arXiv:2506.06380, 2025
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E4GEN: Event-level Explainable Extreme-Enhanced Time-series Generation
E4GEN is an explainable diffusion model using E-Activator, E-Predictor, and E-Control for extreme-event-aware time-series generation evaluated on six datasets.