Few shot learning for multi-class classification based on nested ensemble DSVM

Author:

Wang Wei,Zhang Li,Zhang Mengjun,Wang Zhixiong

Funder

Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Hardware and Architecture,Software

Reference41 articles.

1. Qi G.J. and Luo. J., 2019. Small data challenges in big data era: a survey of recent progress on unsupervised and semi-supervised methods. arXiv:1903.11260.

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3. Object classification from a single example utilizing class relevance metrics;Fink,2005

4. Garcia V. and Bruna J., 2017. Few-shot learning with graph neural networks. arXiv:1711.04043.

5. One-shot learning of object categories;Li;IEEE Trans. Pattern Anal. Mach. Intell.,2006

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