CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models

Paper

Release Plan

• April 28: CLDyB task selection pipeline
• May 5: CLDyB curated datasets and CL task sequences

Contact

If you have any questions, please feel free to contact Shengzhuang Chen at Shengzhuang[dot]chen[AT]my[dot]cityu[dot]edu[dot]hk

Citation

If you find our research useful, please consider citing our paper.

@inproceedings{chen2025cldyb,
  title={{CLD}yB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models},
  author={Shengzhuang Chen and Yikai Liao and Xiaoxiao Sun and Kede Ma and Ying Wei},
  booktitle={The Thirteenth International Conference on Learning Representations},
  year={2025},
  url={https://openreview.net/forum?id=RnxwxGXxex}
}