October 2, 2025Open Access

MoVieS: Motion-Aware 4D Dynamic View Synthesis in One Second

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MoVieS achieves dynamic view synthesis from monocular videos, enhancing efficiency and speed.
The model generates 3D scenes with competitive performance, validating its effectiveness across multiple tasks.
Unified modeling incorporates motion, geometry, and appearance, enabling diverse applications with minimal supervision.
The extensive training allows for zero-shot applications, showcasing adaptability to various scene analysis tasks.

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Feed-forward model synthesizes dynamic views in one second, bridging reconstruction and motion analysis.

Lin et al. (2025) studied this question.

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