Few-shot Classification with Hypersphere Modeling of Prototypes.
Ning DingYulin ChenGanqu CuiXiaobin WangHaitao ZhengZhiyuan LiuPengjun XiePublished in: ACL (Findings) (2023)
Keyphrases
- classification accuracy
- training set
- pattern recognition
- multi variate
- text classification
- feature selection
- feature extraction
- classification systems
- image classification
- automatic classification
- pattern classification
- classification algorithm
- classification scheme
- detection algorithm
- support vector machine svm
- support vector machine
- support vector
- multimedia
- statistical modeling
- machine learning
- feature vectors
- preprocessing
- benchmark datasets
- svm classifier
- video sequences
- classification method
- supervised classification
- predictive modeling
- unsupervised learning
- machine learning algorithms
- training samples
- visual features
- supervised learning
- feature space
- learning algorithm