@article{thedetectorteachesitselflightweightselfs,
  title = {The Detector Teaches Itself: Lightweight Self-Supervised Adaptation for Open-Vocabulary Object Detection},
  author = {Yazhe Wan and Changjae Oh},
  year = {2026},
  eprint = {2605.03642},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.03642},
}