Necessity of a Dual-Engine Paradigm: Resolving the Robustness-Adaptability Trade-off in Anomaly Detection

Jian Zheng, Jiangli Duan, Lin Li, Shengye Wang, Cuijuan Zhang, Haichao Sun, Huyong Yan

Open source

DOI
10.1109/tpami.2026.3733282
Published
2026
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.2026.3733282,
  title = {Necessity of a Dual-Engine Paradigm: Resolving the Robustness-Adaptability Trade-off in Anomaly Detection},
  author = {Jian Zheng and Jiangli Duan and Lin Li and Shengye Wang and Cuijuan Zhang and Haichao Sun and Huyong Yan},
  year = {2026},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  doi = {10.1109/tpami.2026.3733282},
  url = {https://doi.org/10.1109/tpami.2026.3733282}
}

RIS

TY  - JOUR
TI  - Necessity of a Dual-Engine Paradigm: Resolving the Robustness-Adaptability Trade-off in Anomaly Detection
AU  - Jian Zheng
AU  - Jiangli Duan
AU  - Lin Li
AU  - Shengye Wang
AU  - Cuijuan Zhang
AU  - Haichao Sun
AU  - Huyong Yan
PY  - 2026
JO  - IEEE Transactions on Pattern Analysis and Machine Intelligence
DO  - 10.1109/tpami.2026.3733282
UR  - https://doi.org/10.1109/tpami.2026.3733282
ER  - 

APA

Zheng, J., Duan, J., Li, L., Wang, S., Zhang, C., Sun, H., & Yan, H. (2026). Necessity of a Dual-Engine Paradigm: Resolving the Robustness-Adaptability Trade-off in Anomaly Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/tpami.2026.3733282

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