Deep Active Learning with Contrastive Learning Under Realistic Data Pool Assumptions.
Jihyo KimJeonghyeon KimSangheum HwangPublished in: CoRR (2023)
Keyphrases
- active learning
- data sets
- data analysis
- learning process
- training data
- data structure
- data collection
- high quality
- prior knowledge
- learning algorithm
- learning systems
- original data
- machine learning
- raw data
- learning tasks
- experimental data
- learning strategies
- knowledge discovery
- data processing
- online learning
- training examples
- collaborative learning
- small number
- background knowledge
- data distribution
- data sources
- xml documents
- reinforcement learning