Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition

IEEE transactions on pattern analysis and machine intelligence, pp. 1-1, 2020.

Cited by: 0|Bibtex|Views22|DOI:https://doi.org/10.1109/TPAMI.2020.3025814
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Other Links: pubmed.ncbi.nlm.nih.gov|academic.microsoft.com

Abstract:

Recognizing multiple labels of an image is a practical yet challenging task, and remarkable progress has been achieved by searching for semantic regions and exploiting label dependencies. However, current works utilize RNN/LSTM to implicitly capture sequential region/label dependencies, which cannot fully explore mutual interactions among...More

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