few-shot-generation

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Towards a Unified Generative Model for Scarce Time Series with Domain Experts

arXiv cs.LG · 2026-06-16 Cached

Introduces TimeMoDE, a framework combining Diffusion Transformers with Mixture-of-Experts for generating realistic time series under data scarcity, using pre-training on multi-domain datasets and domain prompts to handle domain-specific features and diffusion timestep signals for adaptive denoising.

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