Diffusion Distillation for Efficient Weather Ensembles
A supervised energy-distance distillation method is introduced that compresses a multi-step diffusion teacher into a single-step student by aligning student forecasts with teacher samples and ground-truth observations and preserves skill for extreme events.
Yiming Yang, Valentin Brekke, James Briant et al.
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