Novel transfer learning schemes based on Siamese networks and synthetic data.
Philip KennewegDominik StallmannBarbara HammerPublished in: Neural Comput. Appl. (2023)
Keyphrases
- synthetic data
- transfer learning
- learning tasks
- knowledge transfer
- labeled data
- real world
- reinforcement learning
- real image data
- data sets
- transfer knowledge
- text classification
- text categorization
- machine learning algorithms
- machine learning
- collaborative filtering
- manifold alignment
- active learning
- learning algorithm
- cross domain
- multi task
- domain adaptation
- structure learning
- network structure
- data mining
- database
- target domain
- text mining
- multi task learning
- neural network
- semi supervised learning