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Shao-An Xie

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#artificial intelligence Preprint Oct 2026

MEV: A Multi-Event Video Dataset for Long-Take Generation

Current datasets for text-to-video generation are largely limited to short clips depicting a single event or coarse-grained captions. As a result, they provide limited supervision for modeling long-take temporal dependencies, often leading to temporally inconsistent generations when describing multiple events. In this...

Pei-Yuan Zhu, Shao-An Xie, Yi-Fan Shen et al. · 0 citations