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Shui-Cheng Yan

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Preprint Sep 2026

Drive-HWM: Hierarchical World Models for Dynamic-Latent Guided Autonomous Driving

World models offer a promising paradigm for autonomous driving by predicting how traffic scenes may evolve and using such predictions to support action generation. However, existing approaches either separate future prediction from action generation or jointly predict them at the same temporal scale, making it difficul...

Zhao-Xin Fan, Tian-Bao Zhang, Wen-Jun Wu et al. · 0 citations

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