The Role of Global Labels in Few-Shot Classification and How to Infer Them.
Ruohan WangMassimiliano PontilCarlo CilibertoPublished in: NeurIPS (2021)
Keyphrases
- class labels
- feature extraction
- support vector
- preprocessing
- classification accuracy
- machine learning
- classification systems
- classification scheme
- machine learning methods
- benchmark datasets
- text classification
- feature vectors
- classification models
- feature space
- supervised classification
- automatic classification
- multi label
- decision rules
- classification process
- labeling process
- video data
- supervised learning
- pairwise
- training set
- pattern recognition
- decision trees
- feature selection
- image classification
- classification method
- support vector machine
- cost sensitive
- video sequences
- training data
- confidence scores
- supervised classifiers