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).
Multi-Label Zero-Shot Recognition with Knowledge Graphs
Chung-Wei Lee, Wei Fang, Chih-Kuan Yeh, Yu-Chiang Frank Wang. Multi-Label Zero-Shot Learning with Structured Knowledge Graphs. In CVPR, 2018.