Improved prototypical network for active few-shot learning
Pattern Recognition Letters(2023)
摘要
•The novel active few-shot learning task is proposed to better accomplish classification with few labeled examples.•AC-FSL model is designed by introducing the active loss prediction module into the few-shot prototype network.•Extensive experiments on two popular datasets demonstrate the effectiveness of the proposed AC-FSL model.
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关键词
prototypical network,learning,few-shot
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