Rethinking Generalization in Few-Shot Classification.
Markus HillerRongkai MaMehrtash HarandiTom DrummondPublished in: CoRR (2022)
Keyphrases
- feature extraction
- pattern recognition
- classification process
- image classification
- classification method
- feature vectors
- support vector machine
- machine learning
- decision trees
- classification accuracy
- classification systems
- cross validation
- decision rules
- automatic classification
- knn
- support vector
- generalization ability
- classification models
- data sets
- video indexing
- benchmark datasets
- video data
- support vector machine svm
- training samples
- unsupervised learning
- text classification
- supervised learning
- training set
- feature space