Author

Yifeng Ma

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Preprint Jul 2026

Aura: Consistent Multi-Subject Video Generation via VLM-Grounded Semantic Alignment

A Aura, a unified framework for high-fidelity and identity-consistent video generation, and introduces AI director-level captions that provide dense and structured descriptions of video content to better capture scene dynamics and subject interactions.

Zixiang Zhou, Zhentao Yu, Yifeng Ma et al. · 0 citations