Learning Data Augmentation with Online Bilevel Optimization for Image Classification.
Saypraseuth MounsavengIssam H. LaradjiIsmail Ben AyedDavid VázquezMarco PedersoliPublished in: WACV (2021)
Keyphrases
- online learning
- image classification
- data sets
- data collection
- data analysis
- database
- original data
- prior knowledge
- data points
- image data
- high quality
- raw data
- synthetic data
- learning systems
- image representation
- data quality
- learning models
- data processing
- linear programming
- data mining techniques
- training data
- face recognition
- unsupervised learning
- training examples
- social media
- xml documents
- learning problems
- human experts
- evolutionary algorithm
- data structure