Feature Adaptation with CLIP for Few-shot Classification.
Guangxing WuJunxi ChenWentao ZhangRuixuan WangPublished in: MMAsia (2023)
Keyphrases
- feature vectors
- pattern recognition
- classification accuracy
- feature extraction
- decision rules
- feature analysis
- automatic classification
- pattern classification
- classification method
- classification algorithm
- support vector machine svm
- model selection
- machine learning algorithms
- svm classification
- feature set
- preprocessing
- image classification
- classification process
- feature representation
- machine learning methods
- supervised learning
- benchmark datasets
- support vector machine
- classification models
- classification scheme
- data sets
- classification systems
- class labels
- feature values
- feature ranking
- video sequences
- features extraction
- unbalanced data