Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data.
Jiaxing HuangDayan GuanAoran XiaoShijian LuPublished in: CoRR (2021)
Keyphrases
- data sets
- data analysis
- data collection
- data processing
- historical data
- training data
- raw data
- high quality
- prior knowledge
- human experts
- learning algorithm
- synthetic data
- database
- bayesian methods
- original data
- learning tasks
- data distribution
- previously learned
- online learning
- data mining techniques
- data sources
- learning process
- knowledge acquisition
- background knowledge
- experimental data
- input data
- dimensionality reduction
- end users
- noisy data
- learning models
- hidden variables
- active learning