Author

Zi-Hang Wang

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Preprint Oct 2026

Orbia: Do Generated Videos Form a Consistent 3D World?

Video generators serve as interactive worlds for exploration and simulation, yet realistic and visually appealing frames do not necessarily depict a consistent 3D world. Existing benchmarks assess selected geometric properties or use vision-language models to judge memory and consistency, leaving systematic 3D evaluati...

Dong-Yue Lu, Guian Fang, Hur Lim et al. · 0 citations

Sep 2026

Motion‐Aware Cross‐Modal Modulation for Audiovisual Saliency Prediction

Audiovisual saliency prediction (AVSP) is a task that simulates how humans combine visual features and audio information to predict the salient regions in a scene. The biggest challenge of this task, which has not been fully solved, is how to maximise the correlation between audio information and visual features withou...

Zi-Hang Wang, Lina Zuo, Zhao Wang et al. · Expert systems · 0 citations