Training Few-Shot Classification via the Perspective of Minibatch and Pretraining.
Meiyu HuangYao XuWei BaoXueshuang XiangPublished in: CICAI (2021)
Keyphrases
- training phase
- supervised learning
- training samples
- training set
- pattern recognition
- classification accuracy
- training process
- machine learning
- decision trees
- feature extraction
- decision rules
- classification systems
- classification scheme
- viewpoint
- support vector machine svm
- automatic classification
- classification performances
- classification method
- training examples
- machine learning algorithms
- text classification
- feature space
- avoid overfitting
- neural network
- training data
- training speed
- training procedure
- classification process
- multi layer perceptron
- video sequences
- preprocessing
- image classification
- pattern classification
- classification rules
- visual features
- detection algorithm
- svm classifier
- class labels