Multi-Label Zero-Shot Recognition with Knowledge Graphs

Inspired by the way humans utilize semantic knowledge between objects of interests, we propose a novel deep learning framework that incorporates knowledge graphs for describing the relationships between multiple labels to achieve multi-label zero-shot learning (ML-ZSL).

Publications

. Multi-Label Zero-Shot Learning with Structured Knowledge Graphs. In CVPR, 2018.

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