Training few-shot classification via the perspective of minibatch and pretraining.
Meiyu HuangXueshuang XiangYao XuPublished in: CoRR (2020)
Keyphrases
- supervised learning
- training set
- training phase
- training samples
- training process
- classification scheme
- classification method
- classification accuracy
- labelled data
- automatic classification
- training dataset
- classification algorithm
- feature vectors
- pattern recognition
- classification process
- decision trees
- cross validation
- training algorithm
- pattern classification
- machine learning methods
- avoid overfitting
- training examples
- support vector
- neural network
- text classification
- feature selection
- video sequences
- shot boundary detection
- training patterns
- restricted boltzmann machine
- feature space
- support vector machine
- visual features
- video data
- cost sensitive
- video retrieval
- machine learning algorithms
- classification rules
- benchmark datasets