Kernel PCA for Out-of-Distribution Detection: Non-Linear Kernel Selection and Approximation

Kun Fang, Qinghua Tao, Mingzhen He, Kexin Lv, Runze Yang, Haibo Hu, Xiaolin Huang, Jie Yang, Longbing Cao

Open source

DOI
10.1109/tpami.2026.3705778
Published
2026-10
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.2026.3705778,
  title = {Kernel PCA for Out-of-Distribution Detection: Non-Linear Kernel Selection and Approximation},
  author = {Kun Fang and Qinghua Tao and Mingzhen He and Kexin Lv and Runze Yang and Haibo Hu and Xiaolin Huang and Jie Yang and Longbing Cao},
  year = {2026},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  doi = {10.1109/tpami.2026.3705778},
  url = {https://doi.org/10.1109/tpami.2026.3705778}
}

RIS

TY  - JOUR
TI  - Kernel PCA for Out-of-Distribution Detection: Non-Linear Kernel Selection and Approximation
AU  - Kun Fang
AU  - Qinghua Tao
AU  - Mingzhen He
AU  - Kexin Lv
AU  - Runze Yang
AU  - Haibo Hu
AU  - Xiaolin Huang
AU  - Jie Yang
AU  - Longbing Cao
PY  - 2026
JO  - IEEE Transactions on Pattern Analysis and Machine Intelligence
DO  - 10.1109/tpami.2026.3705778
UR  - https://doi.org/10.1109/tpami.2026.3705778
ER  - 

APA

Fang, K., Tao, Q., He, M., Lv, K., Yang, R., Hu, H., Huang, X., Yang, J., & Cao, L. (2026). Kernel PCA for Out-of-Distribution Detection: Non-Linear Kernel Selection and Approximation. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/tpami.2026.3705778

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