Deep Active Learning Using Barlow Twins.
Jaya Krishna MandivarapuBlake CampRolando EstradaPublished in: CoRR (2022)
Keyphrases
- active learning
- selective sampling
- learning strategies
- random sampling
- learning algorithm
- machine learning
- training examples
- labeled data
- supervised learning
- active learning strategies
- deep learning
- experimental design
- pool based active learning
- training set
- semi supervised
- unlabeled data
- class imbalance
- sample selection
- relevance feedback
- learning process
- lower bound
- generalization error
- small number
- sample complexity
- batch mode
- database
- crowd sourced
- online learning
- batch mode active learning