PML-ED: A method of partial multi-label learning by using encoder-decoder framework and exploring label correlation

Zhenwu Wang, Fanghan Liu,Mengjie Han, Hongjian Tang,Benting Wan

Information Sciences（2024）

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摘要

•A method of partial multi-label learning is proposed based on Encoder-Decoder.•A method generates credible label distribution by using KNN label attention.•Transformer-Block and CLN extract high-order label correlation.•Comprehensive analysis is based on twenty-three datasets across five evaluation criteria.

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关键词

Partial multi-label learning,Label correlation,Label disambiguation,Encoder-Decoder framework,Conditional layer normalization

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