Do Generated Data Always Help Contrastive Learning?
Yifei WangJizhe ZhangYisen WangPublished in: CoRR (2024)
Keyphrases
- data sets
- learning process
- prior knowledge
- knowledge discovery
- database
- data collection
- high quality
- data structure
- data points
- data analysis
- online learning
- computer systems
- background knowledge
- statistical analysis
- small number
- image data
- training data
- learning systems
- missing data
- learning algorithm
- attribute values
- spatial data
- data distribution
- raw data
- original data
- data objects
- data quality
- complex data
- learning models
- bayesian methods