An empirical study of pretrained representations for few-shot classification.
Tiago RamalhoThierry SousbieStefano PeluchettiPublished in: CoRR (2019)
Keyphrases
- decision trees
- classification algorithm
- feature vectors
- classification accuracy
- higher level
- text classification
- image classification
- classification systems
- object classification
- classification scheme
- benchmark datasets
- visual features
- training samples
- pattern recognition
- support vector
- feature extraction
- data sets
- multi class
- support vector machine
- model selection
- training set
- object recognition
- support vector machine svm
- class labels
- cost sensitive
- classification models
- image sequences
- supervised classification