RESEARCH PAPER

TourPhysics: Bringing Physics to World Models for Exploration and Manipulation from a Single Image

Xin Zhang; Yabo Chen; Zixuan Duan; Haibin Huang; Chi Zhang; Feng Xu; Xuelong Li

Classification

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Architecture
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Prediction paradigm
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Source review status
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Category review. A physics simulator executes user interventions and fixes trajectories before neural video synthesis, with persistent state and appearance memory; the work is an interactive neural/physics simulation framework, not an action policy. The cataloged contribution is a dataset/data-generation method or evaluation/simulation resource, not the architecture of an evaluated or external policy. Reading evidence

AT A GLANCE

Contribution

TourPhysics renders persistent camera tours and object manipulations from a single image plus a declared physical scene. A simulator fixes each trajectory before diffusion generates its appearance; accepted windows publish physical endpoints and visual memory together. The strongest evidence concerns prescribed motion and modest improvements on held-out revisits, with limited physical-event support and no real-world validation.

Abstract

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Affiliations

Fudan University; Institute of Artificial Intelligence (TeleAI), China Telecom; Nanjing University