MoBYv2AL: Self-supervised Active Learning for Image Classification.
Razvan CaramalauBinod BhattaraiDanail StoyanovTae-Kyun KimPublished in: CoRR (2023)
Keyphrases
- image classification
- active learning
- bag of words
- feature extraction
- image representation
- image features
- selective sampling
- supervised learning
- learning strategies
- visual words
- sparse coding
- semi supervised
- training set
- random sampling
- learning algorithm
- training examples
- batch mode
- cost sensitive
- experimental design
- class specific
- multi label
- unlabeled data
- active learning strategies
- visual features
- pool based active learning
- machine learning
- real time
- imbalanced data classification
- sparse representation
- labeled data
- information retrieval
- data mining