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小样本学习经典论文6-10

Satorras, Victor Garcia and Joan Bruna. “Few-Shot Learning with Graph Neural Networks.” ArXiv abs/1711.04043 (2017): n. pag.

Li, Zhenguo et al. “Meta-SGD: Learning to Learn Quickly for Few Shot Learning.” ArXiv abs/1707.09835 (2017): n. pag.

Sun, Qianru et al. “Meta-Transfer Learning for Few-Shot Learning.” 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2018): 403-412.

Liu, Yanbin et al. “Learning to Propagate Labels: Transductive Propagation Network for Few-Shot Learning.” International Conference on Learning Representations (2018).

Ye, Han-Jia et al. “Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions.” 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2018): 8805-8814.

Graph Neural Networks

Meta-SGD

one step adaptation