An Experimental Comparison of Transfer Learning against Self-supervised Learning.
Zehui ZhaoLaith AlzubaidiJinglan ZhangYe DuanUsman NaseemYuantong GuPublished in: CoRR (2024)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- reinforcement learning
- multi task learning
- learning algorithm
- transfer knowledge
- active learning
- domain adaptation
- previously learned
- supervised learning
- transferring knowledge
- learning problems
- learning process
- cross domain
- sample selection bias
- machine learning
- multi view learning
- decision trees
- bayesian networks
- structure learning
- training data
- multi task
- object recognition
- labeled data
- text classification
- solve complex tasks