CAFF-CIL: Causality-Aware Freedom Forgetting Approach for Class-Incremental Learning.

Zhou X, Yang J, Ruan X, Chen Y, Yao Y, Wang X, Su Z.

Open source

DOI
10.1109/tnnls.2026.3705518
Published
2026-06-29
Container
IEEE Trans Neural Netw Learn Syst
Publisher
Not recorded
Open access
no

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1109/tnnls.2026.3705518,
  title = {CAFF-CIL: Causality-Aware Freedom Forgetting Approach for Class-Incremental Learning.},
  author = {Zhou X and  Yang J and  Ruan X and  Chen Y and  Yao Y and  Wang X and  Su Z.},
  year = {2026},
  journal = {IEEE Trans Neural Netw Learn Syst},
  doi = {10.1109/tnnls.2026.3705518},
  url = {https://doi.org/10.1109/tnnls.2026.3705518}
}

RIS

TY  - JOUR
TI  - CAFF-CIL: Causality-Aware Freedom Forgetting Approach for Class-Incremental Learning.
AU  - Zhou X
AU  -  Yang J
AU  -  Ruan X
AU  -  Chen Y
AU  -  Yao Y
AU  -  Wang X
AU  -  Su Z.
PY  - 2026
JO  - IEEE Trans Neural Netw Learn Syst
DO  - 10.1109/tnnls.2026.3705518
UR  - https://doi.org/10.1109/tnnls.2026.3705518
ER  - 

APA

X, Z., J, Y., X, R., Y, C., Y, Y., X, W., & Z., S. (2026). CAFF-CIL: Causality-Aware Freedom Forgetting Approach for Class-Incremental Learning.. IEEE Trans Neural Netw Learn Syst. https://doi.org/10.1109/tnnls.2026.3705518

Source records