@article{beyondclipgeneralizationagainstforward,
  title = {Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models},
  author = {Songlin Dong and Chenhao Ding and Jiangyang Li and Jizhou Han and Qiang Wang and Yuhang He and Yihong Gong},
  year = {2025},
  eprint = {2505.07690},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.07690v1},
}