Global Contrastive Learning for Long-Tailed Classification.
Thong BachAnh TongTruong Son HyVu NguyenThanh Nguyen-TangPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- learning process
- unsupervised learning
- supervised learning
- classification accuracy
- incremental learning
- learning systems
- neural network
- discriminative learning
- statistical learning
- pattern classification
- learning algorithm
- feature extraction
- support vector
- learning problems
- generalization capabilities
- positive examples
- classification scheme
- automatic classification
- classification models
- classification algorithm
- knowledge acquisition
- online learning
- text classification
- image classification
- machine learning
- prior knowledge
- structured output
- data sets
- learning phase
- dictionary learning
- training set
- learning scheme
- learning objects
- learning environment
- learning analytics
- active learning
- learning tasks
- classification method
- support vector machine svm
- decision rules