Combat data shift in few-shot learning with knowledge graph.
Yongchun ZhuFuzhen ZhuangXiangliang ZhangZhiyuan QiZhi-Ping ShiJuan CaoQing HePublished in: Frontiers Comput. Sci. (2023)
Keyphrases
- prior knowledge
- database
- raw data
- knowledge base
- background knowledge
- data analysis
- human experts
- graph representation
- learning algorithm
- data structure
- learning systems
- data points
- knowledge discovery
- data processing
- data collection
- knowledge management
- data mining techniques
- input data
- prior domain knowledge
- training data
- probability distribution
- high dimensional data
- data sources
- domain experts
- active learning
- learning process
- reinforcement learning
- learned models
- learned knowledge
- data sets