Do Generated Data Always Help Contrastive Learning?
Yifei WangJizhe ZhangYisen WangPublished in: ICLR (2024)
Keyphrases
- data sets
- statistical analysis
- data collection
- prior knowledge
- learning systems
- data structure
- data analysis
- synthetic data
- image data
- database
- high quality
- learning process
- learning models
- input data
- spatial data
- sensor data
- inductive inference
- data processing
- small number
- high dimensional data
- training set
- reinforcement learning
- learning experience
- attribute values
- decision trees
- web pages
- statistical methods
- learning problems
- raw data
- original data
- learning algorithm
- data mining
- bayesian methods