Active diversification of head-class features in bilateral-expert models for enhanced tail-class optimization in long-tailed classification

Author:

Chen Jianting,Ding Ling,Yang Yunxiao,Xiang YangORCID

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference64 articles.

1. ACE: Ally complementary experts for solving long-tailed recognition in one-shot;Cai,2021

2. Cao, K., Wei, C., Gaidon, A., Aréchiga, N., Ma, T., 2019. Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss. In: Wallach, H.M., Larochelle, H., Beygelzimer, A., d’Alché-Buc, F., Fox, E.B., Garnett, R. (Eds.), Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019. NeurIPS 2019, December 8–14, 2019, Vancouver, BC, Canada, pp. 1565–1576.

3. SMOTE: Synthetic minority over-sampling technique;Chawla;J. Artificial Intelligence Res.,2002

4. Imbalance fault diagnosis under long-tailed distribution: Challenges, solutions and prospects;Chen;Knowl.-Based Syst.,2022

5. Multi-expert attention network with unsupervised aggregation for long-tailed fault diagnosis under speed variation;Chen;Knowl.-Based Syst.,2022

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