Mamba-FSCIL: Dynamic Adaptation With Selective State Space Model for Few-Shot Class Incremental Learning

Xiaojie Li, Yibo Yang, Jianlong Wu, Yue Yu, Ming-Hsuan Yang, Liqiang Nie, Min Zhang

Open source

DOI
10.1109/tpami.2026.3719435
Published
2026-11
Container
IEEE Transactions on Pattern Analysis and Machine Intelligence
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/tpami.2026.3719435,
  title = {Mamba-FSCIL: Dynamic Adaptation With Selective State Space Model for Few-Shot Class Incremental Learning},
  author = {Xiaojie Li and Yibo Yang and Jianlong Wu and Yue Yu and Ming-Hsuan Yang and Liqiang Nie and Min Zhang},
  year = {2026},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  doi = {10.1109/tpami.2026.3719435},
  url = {https://doi.org/10.1109/tpami.2026.3719435}
}

RIS

TY  - JOUR
TI  - Mamba-FSCIL: Dynamic Adaptation With Selective State Space Model for Few-Shot Class Incremental Learning
AU  - Xiaojie Li
AU  - Yibo Yang
AU  - Jianlong Wu
AU  - Yue Yu
AU  - Ming-Hsuan Yang
AU  - Liqiang Nie
AU  - Min Zhang
PY  - 2026
JO  - IEEE Transactions on Pattern Analysis and Machine Intelligence
DO  - 10.1109/tpami.2026.3719435
UR  - https://doi.org/10.1109/tpami.2026.3719435
ER  - 

APA

Li, X., Yang, Y., Wu, J., Yu, Y., Yang, M., Nie, L., & Zhang, M. (2026). Mamba-FSCIL: Dynamic Adaptation With Selective State Space Model for Few-Shot Class Incremental Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/tpami.2026.3719435

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