Novel transfer learning schemes based on Siamese networks and synthetic data.
Dominik StallmannPhilip KennewegBarbara HammerPublished in: CoRR (2022)
Keyphrases
- synthetic data
- transfer learning
- learning tasks
- labeled data
- knowledge transfer
- machine learning
- reinforcement learning
- active learning
- real image data
- real world
- cross domain
- data sets
- text categorization
- collaborative filtering
- manifold alignment
- domain adaptation
- semi supervised learning
- text classification
- transfer knowledge
- learning algorithm
- multi task learning
- structure learning
- transferring knowledge
- multi task
- machine learning algorithms
- synthetic datasets
- data sources
- network structure