MoBYv2AL: Self-supervised Active Learning for Image Classification.
Razvan CaramalauBinod BhattaraiDanail StoyanovTae-Kyun KimPublished in: BMVC (2022)
Keyphrases
- image classification
- active learning
- image representation
- bag of words
- learning strategies
- feature extraction
- machine learning
- image features
- semi supervised
- selective sampling
- learning process
- learning algorithm
- visual words
- rare class
- random sampling
- supervised learning
- visual features
- training examples
- unlabeled data
- semi supervised learning
- multi label
- imbalanced data classification
- annotation effort
- active learning strategies
- training set
- batch mode
- bag of features
- sparse coding
- experimental design
- class specific
- cost sensitive
- learning environment
- crowd sourced
- transfer learning
- data mining
- pool based active learning
- sparse representation