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PhysStream: Streaming Physics-Grounded Video Generation with Structured Scene Memory and Fine-Grained Motion Control

PhysStream is an autoregressive model for physics-grounded image-to-video synthesis that uses structured scene memory and fine-grained motion control through sparse velocity-increment signals. It enables interactive, mid-generation control over multi-object tabletop rigid-body scenes, achieving improvements in physical consistency compared to existing methods.

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PublishedSeptember 15, 2026Chuhao Chen, Peter Wonka, Chaoyang Wang
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PhysStream allows for interactive control during video generation, enabling more accurate and physically consistent manipulation of dynamic scenes compared to previous methods.

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