@article{integratingtaskspecificanduniversaladapt,
  title = {Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning},
  author = {Yan Wang and Da-Wei Zhou and Han-Jia Ye},
  year = {2025},
  eprint = {2508.08165},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.08165},
}