@misc{zhou2025external,
  title={External Knowledge Injection for CLIP-Based Class-Incremental Learning},
  author={Da-Wei Zhou and Kai-Wen Li and Jingyi Ning and Han-Jia Ye and Lijun Zhang and De-Chuan Zhan},
  year={2025},
  eprint={2503.08510},
  archivePrefix={arXiv},
  primaryClass={cs.CV},
  url={https://arxiv.org/abs/2503.08510}
}