ST-CoNAL: Consistency-Based Acquisition Criterion Using Temporal Self-ensemble for Active Learning.
Jae Soon BaikIn Young YoonJun Won ChoiPublished in: ACCV (6) (2022)
Keyphrases
- active learning
- temporal consistency
- pool based active learning
- training set
- learning algorithm
- temporal data
- spatio temporal
- temporal information
- temporal relations
- temporal constraints
- temporal reasoning
- query by committee
- ensemble learning
- ensemble methods
- semi supervised
- feature selection
- random forest
- random sampling
- supervised learning
- consistency checking
- learning strategies
- labeled data
- temporal patterns
- selective sampling
- temporal databases
- akaike information criterion
- batch mode
- neural network
- path consistency
- class imbalance
- generalization error
- training data
- machine learning