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Hao Zhao

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Jul 2026

DynaVieW: Schema-Guided World Modeling for Understanding Hierarchical Visual Dynamics

A dynamic schema-guided world model optimized for visual dynamic prediction and simulation, DynaVieW, achieves an in-depth understanding of visual dynamics by learning interleaved state-transition sequences, where states cover broad visual scenes from video keyframes and transitions capture comprehensive dynamic constituents within a hierarchical schema.

Silin Gao, Hao Zhao, Zeming Chen et al. · 0 citations

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