@article{parameterefficientsemanticaugmentationfo,
  title = {Parameter-Efficient Semantic Augmentation for Enhancing Open-Vocabulary Object Detection},
  author = {Weihao Cao and Runqi Wang and Xiaoyue Duan and Jinchao Zhang and Ang Yang and Liping Jing},
  year = {2026},
  eprint = {2604.04444},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.04444},
}