Factors of Influence for Transfer Learning Across Diverse Appearance Domains and Task Types.
Thomas MensinkJasper R. R. UijlingsAlina KuznetsovaMichael GygliVittorio FerrariPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2022)
Keyphrases
- transfer learning
- cross domain
- learning tasks
- real world application domains
- target domain
- knowledge transfer
- labeled data
- reinforcement learning
- transfer knowledge
- domain adaptation
- structure learning
- manifold alignment
- active learning
- collaborative filtering
- text categorization
- machine learning algorithms
- learning algorithm
- multi task
- machine learning
- semi supervised learning
- text classification
- unlabeled data
- multi task learning
- artificial intelligence
- transferring knowledge
- real world
- previously learned
- knowledge discovery
- cross domain learning
- neural network