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VisionLaw: Inferring Interpretable Intrinsic Dynamics from Visual Observations via Bilevel Optimization

Jiajing Lin and Shu Jiang and Qingyuan Zeng and Zhenzhong Wang and Min Jiang

ICLR 2026 · accepted

Links pending

Contribution

Infers interpretable intrinsic dynamics from video with bilevel optimization.

BibTeX

@inproceedings{lin2026visionlaw,
  title={VisionLaw: Inferring Interpretable Intrinsic Dynamics from Visual Observations via Bilevel Optimization},
  author={Lin, Jiajing and Jiang, Shu and Zeng, Qingyuan and Wang, Zhenzhong and Jiang, Min},
  booktitle={The International Conference on Learning Representations (ICLR)},
  year={2026},
}