@article{marionettepredictingworldstatesrendering,
  title = {Marionette: Predicting World States, Rendering Geometry, Painting Appearance},
  author = {Zian Meng and Zhen Li and Chuanhao Li and Qiang Li and Kaipeng Zhang},
  year = {2026},
  eprint = {2608.14530},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.14530},
}