Linking Data Separation, Visual Separation, and Classifier Performance Using Pseudo-labeling by Contrastive Learning.
Barbara Caroline BenatoAlexandre Xavier FalcãoAlexandru Cristian TeleaPublished in: VISIGRAPP (5: VISAPP) (2023)
Keyphrases
- learning process
- database
- visual data
- high quality
- active learning
- data sets
- background knowledge
- learning systems
- synthetic data
- data collection
- prior knowledge
- learning algorithm
- data sources
- raw data
- reinforcement learning
- data analysis
- high dimensional data
- data quality
- learning tasks
- data points
- training data
- data model
- data streams
- data objects
- original data
- knowledge discovery
- data distribution
- experimental data
- learning environment
- privacy preserving
- image data
- data structure
- online learning
- training samples
- statistical analysis
- computer systems