Rethinking the Effect of Data Augmentation in Adversarial Contrastive Learning.
Rundong LuoYifei WangYisen WangPublished in: ICLR (2023)
Keyphrases
- high quality
- data collection
- learning process
- unsupervised learning
- synthetic data
- data points
- human experts
- data analysis
- data structure
- original data
- learning algorithm
- prior knowledge
- input data
- background knowledge
- learning models
- data processing
- raw data
- spatial data
- data mining
- hidden variables
- data mining techniques
- image data
- knowledge discovery
- data sources
- active learning
- database
- online learning
- knowledge acquisition
- learning systems
- wireless sensor networks
- data mining algorithms
- data model
- training data
- social networks
- learned models