Active Learning for Open-Set Annotation Using Contrastive Query Strategy.
Peng HanZhiming ChenFei JiangJiaxin SiPublished in: ICONIP (6) (2023)
Keyphrases
- active learning
- relevance feedback
- active learning strategies
- response time
- query processing
- database
- training examples
- learning strategies
- optimization strategies
- semi supervised
- random sampling
- range queries
- data structure
- learning algorithm
- annotation effort
- data sources
- learning process
- supervised learning
- image retrieval
- keywords
- user queries
- machine learning
- database queries
- labeled data
- object retrieval
- web image search
- experimental design
- user interaction
- semantic annotation
- retrieval method
- complex queries
- selection strategy
- query evaluation
- query expansion
- metadata
- databases
- data sets