Transfer learning for time series classification using synthetic data generation.
Yarden RotemNathaniel ShimoniLior RokachBracha ShapiraPublished in: CoRR (2022)
Keyphrases
- transfer learning
- data generation
- active learning
- learning tasks
- knowledge transfer
- labeled data
- cross domain
- co training
- streaming data
- data streams
- semi supervised learning
- multi task
- collaborative filtering
- reinforcement learning
- machine learning
- text categorization
- text classification
- learning algorithm
- unlabeled data
- domain adaptation
- transfer knowledge
- information retrieval
- target domain
- cross domain learning
- high throughput
- nearest neighbor
- change detection
- machine learning algorithms
- object recognition
- training data