Rare category exploration with noisy labels.

Haiqin Weng,Kevin Chiew,Zhenguang Liu,Qinming He,Roger Zimmermann

Expert Systems with Applications（2018）

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摘要

•We define and address the rare category exploration problem with noisy labels.•We propose a compactness based similarity matrix for RCE.•Experimental evaluation demonstrates the effectiveness of our two methods.•We prove the effectiveness of our methods via theoretical analysis.

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关键词

Rare category exploration,Similarity matrix,Noisy labels,Label propagation

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