Self-Supervison with data-augmentation improves few-shot learning.
Prashant KumarDurga ToshniwalPublished in: Appl. Intell. (2024)
Keyphrases
- data sets
- database
- prior knowledge
- learning algorithm
- data analysis
- data processing
- bayesian methods
- learning models
- data quality
- noisy data
- raw data
- human experts
- data distribution
- data collection
- learning process
- high quality
- supervised learning
- data mining techniques
- small number
- knowledge acquisition
- image data
- statistical analysis
- training examples
- synthetic data
- missing data
- data points
- active learning
- xml documents
- video sequences
- data mining