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---
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license: mit
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---
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license: mit
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task_categories:
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- question-answering
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size_categories:
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- 1K<n<10K
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---
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# ContPhy Dataset Repository
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> ### ContPhy: Continuum Physical Concept Learning and Reasoning from Videos
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> Zhicheng Zheng*, Xin Yan*, Zhenfang Chen*, Jingzhou Wang, Qin Zhi Eddie Lim, Joshua B. Tenenbaum, and Chuang Gan (* denotes equal contributions)
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>
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> *ICML 2024*
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> Links | [Project Page](https://physical-reasoning-project.github.io/) | [Paper (Arxiv)](https://arxiv.org/abs/2402.06119) | [Codebase](https://github.com/zzcnewly/ContPhy-Gen) | [Cite ContPhy](#citation)
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<table>
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<tr>
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<td>
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<image src="./Teasers/fluid.gif" title="Fluid Teaser"></image>
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</td>
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<td>
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<image src="./Teasers/rope.gif" title="Rope Teaser"></image>
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</td>
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</tr>
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<tr>
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<td>
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<image src="./Teasers/cloth.gif" title="Cloth Teaser"></image>
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</td>
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<td>
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<image src="./Teasers/ball.gif" title="Ball Teaser"></image>
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</td>
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</tr>
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<tr>
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<td>
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<image src="./Teasers/fire.gif" title="Fire Teaser"></image>
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</td>
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<td>
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<image src="./Teasers/sensors.gif" title="Sensor Teaser"></image>
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</td>
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</tr>
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</table>
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## Citation
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Welcome to cite `ContPhy` if you find the paper, dataset, and implementations useful in your research :)
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```bibtex
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@inproceedings{zheng2024contphy,
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title={ContPhy: Continuum Physical Concept Learning and Reasoning from Videos},
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author={Zheng, Zhicheng and Yan, Xin and Chen, Zhenfang and Wang, Jingzhou and Lim, Qin Zhi Eddie and Tenenbaum, Joshua B and Gan, Chuang},
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booktitle={International Conference on Machine Learning},
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year={2024},
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organization={PMLR}
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}
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```
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