@article{externalknowledgeinjectionforclipbased,
  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},
  url = {https://arxiv.org/abs/2503.08510v1},
}