Active Learning based on Transfer Learning Techniques for Image Classification.
Daniela OnitaAdriana BirlutiuPublished in: ESANN (2018)
Keyphrases
- transfer learning
- image classification
- active learning
- labeled data
- learning tasks
- knowledge transfer
- image features
- feature extraction
- machine learning
- learning algorithm
- cross domain
- labeled examples
- semi supervised learning
- semi supervised
- domain adaptation
- training examples
- transferring knowledge
- transfer knowledge
- supervised learning
- unlabeled data
- training set
- manifold alignment
- multi task learning
- data mining
- multi task
- text mining
- reinforcement learning
- target domain
- learning process
- sample selection
- data sets
- cross domain learning
- text classification
- collaborative filtering
- training data
- algorithmic information theory