Query-centric distance modulator for few-shot classification

Author:

Wu WenxiaoORCID,Shao YuanjieORCID,Gao ChangxinORCID,Xue Jing-HaoORCID,Sang NongORCID

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference63 articles.

1. W.-Y. Chen, Y.-C. Liu, Z. Kira, Y.-C.F. Wang, J.-B. Huang, A Closer Look at Few-shot Classification, in: International Conference on Learning Representations, 2019.

2. Libfewshot: A comprehensive library for few-shot learning;Li;IEEE Trans. Pattern Anal. Mach. Intell.,2023

3. Deep metric learning for few-shot image classification: A review of recent developments;Li;Pattern Recognit.,2023

4. J. Snell, K. Swersky, R. Zemel, Prototypical networks for few-shot learning, in: Neural Information Processing Systems, Vol. 30, 2017.

5. F. Sung, Y. Yang, L. Zhang, T. Xiang, P.H. Torr, T.M. Hospedales, Learning to compare: Relation network for few-shot learning, in: IEEE Conference on Computer Vision and Pattern Recognition, 2018, pp. 1199–1208.

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