Author

Hanmo Chen

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Preprint Jul 2026

VIPER: Visual In-Context Physics Reasoning for Physically Plausible Video Generation

Experiments on an unseen validation set show that VIPER achieves stronger reference-video physical similarity and higher human preference than representative video generation and video-as-prompt baselines, while maintaining competitive general video quality.

Tianxi Chen, Hanmo Chen, Huajin Chen et al. · 0 citations