Decoupling category-wise independence and relevance with self-attention for multi-label image classification

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United States of America Patent

PATENT NO 11494616
APP PUB NO 20200356842A1
SERIAL NO

16509391

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Abstract

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Methods and systems are provided for generating a multi-label classification system. The multi-label classification system can use a multi-label classification neural network system to identify one or more labels for an image. The multi-label classification system can explicitly take into account the relationship between classes in identifying labels. A relevance sub-network of the multi-label classification neural network system can capture relevance information between the classes. Such a relevance sub-network can decouple independence between classes to focus learning on relevance between the classes.

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Patent Owner(s)

  • SHENZHEN MALONG TECHNOLOGIES CO., LTD.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Guo, Sheng Shenzhen, CN 42 64
Huang, Weilin Shenzhen, CN 25 109
Liu, Luchen Shenzhen, CN 1 3
Scott, Matthew Robert Shenzhen, CN 52 1092

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