Data-Efficient Contrastive Self-supervised Learning: Easy Examples Contribute the Most.
Siddharth JoshiBaharan MirzasoleimanPublished in: CoRR (2023)
Keyphrases
- data sets
- prior knowledge
- training data
- learning algorithm
- data structure
- synthetic data
- data analysis
- learning process
- knowledge discovery
- learning systems
- database
- data collection
- training examples
- learning models
- data quality
- data processing
- data distribution
- background knowledge
- data points
- data sources
- high quality
- input data
- raw data
- noisy data
- machine learning
- hidden variables
- data retrieval
- positive examples