DATA: Domain-Aware and Task-Aware Self-supervised Learning.
Qing ChangJunran PengLingxi XieJiajun SunHaoran YinQi TianZhaoxiang ZhangPublished in: CVPR (2022)
Keyphrases
- data sets
- synthetic data
- prior knowledge
- data collection
- database
- training data
- background knowledge
- learning algorithm
- database systems
- learning process
- learning systems
- unsupervised learning
- online learning
- human experts
- original data
- data sources
- active learning
- data quality
- domain independent
- noisy data
- accurate models
- computer systems
- domain specific
- learning objects
- image data
- knowledge discovery
- data points
- end users
- feature space
- e learning