PAL : Pretext-based Active Learning.
Shubhang BhatnagarSachin GoyalDarshan TankAmit SethiPublished in: BMVC (2021)
Keyphrases
- active learning
- semi supervised
- selective sampling
- machine learning
- random sampling
- learning strategies
- training examples
- pool based active learning
- learning algorithm
- training set
- experimental design
- class imbalance
- generalization error
- semi supervised learning
- labeled data
- online learning
- case study
- query by committee
- expected loss
- active learning strategies
- unlabeled data
- batch mode
- transfer learning
- special case
- multiscale
- computer vision
- genetic algorithm