Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data.
Jiaxing HuangDayan GuanAoran XiaoShijian LuPublished in: NeurIPS (2021)
Keyphrases
- data sets
- data processing
- knowledge discovery
- historical data
- data quality
- raw data
- high dimensional data
- data collection
- data mining techniques
- learning process
- data analysis
- high quality
- prior knowledge
- training data
- database
- learning models
- machine learning
- learning algorithm
- experimental data
- background knowledge
- learning systems
- decision trees
- input data
- image data
- data points
- data sources
- active learning
- synthetic data
- supervised learning
- sensor data
- probability distribution
- multiple sources