@article{shelfgaussianshelfsupervisedopenvocabula,
  title = {ShelfGaussian: Shelf-Supervised Open-Vocabulary Gaussian-based 3D Scene Understanding},
  author = {Lingjun Zhao and Yandong Luo and James Hays and Lu Gan},
  year = {2025},
  eprint = {2512.03370},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.03370},
}