Contrastive prototype learning with augmented embeddings for few-shot learning

Yizhao Gao, Nanyi Fei, Guangzhen Liu, Zhiwu Lu 0001, Tao Xiang. Contrastive prototype learning with augmented embeddings for few-shot learning. In Cassio P. de Campos, Marloes H. Maathuis, Erik Quaeghebeur, editors, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021. Volume 161 of Proceedings of Machine Learning Research, pages 140-150, AUAI Press, 2021. [doi]

Abstract

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