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arXiv cs.AI / cs.LG / cs.CLSep 29, 2026

Breaking the Uniformity Trap: Scaling Video Diffusion Model via SplitMoE

SplitMoE splits video-diffusion experts into semantic and generic roles, improving quality under a fixed parameter budget.

splitmoe mixture-of-experts

1

Hugging Face daily papersSep 28, 2026

Breaking the Uniformity Trap: Scaling Video Diffusion Model via SplitMoE

SplitMoE divides video-diffusion experts into semantic and generic roles, avoiding uniform routing and improving generation quality.

mixture-of-experts video-diffusion

2