The Role of Global Labels in Few-Shot Classification and How to Infer Them.
Ruohan WangMassimiliano PontilCarlo CilibertoPublished in: CoRR (2021)
Keyphrases
- class labels
- classification accuracy
- training set
- feature selection
- classification algorithm
- feature space
- classification systems
- decision trees
- pattern recognition
- feature vectors
- machine learning
- support vector
- classification scheme
- unsupervised learning
- supervised classification
- classification models
- classification process
- classification rules
- classification method
- text classification
- machine learning algorithms
- support vector machine svm
- visual features
- image classification
- supervised learning
- support vector machine
- pairwise
- preprocessing
- video sequences
- training data
- feature extraction
- detection algorithm
- model selection
- automatic classification
- collective classification