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Mingyu Guo

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Jun 2026

Bridging Video Understanding and Generation in a Unified Framework

Vega is a unified framework that bridges video understanding and generation and employs a hybrid architecture combining autoregressive (AR) prediction with diffusion-based rendering, providing a structured representation that guides the diffusion module in rendering dense, high-resolution video frames.

Yuqi Wang, Runyi Li, Ruoyu Feng et al. · 1 citation