Efficient Base Class Selection Algorithms for Few-Shot Classification.
Takumi OhkumaHideki NakayamaPublished in: ICMR (2020)
Keyphrases
- classification algorithm
- computationally expensive
- benchmark datasets
- class labels
- machine learning algorithms
- computationally efficient
- learning algorithm
- highly efficient
- feature vectors
- computationally intensive
- image classification
- optimization problems
- machine learning methods
- support vector machine svm
- multi class classification
- feature space
- preprocessing
- computational complexity
- support vector
- data structure
- feature extraction
- model selection
- class specific
- pattern classification
- classification trees
- multiple classes
- detection algorithm
- text classification
- classification accuracy
- significant improvement
- evolutionary algorithm
- pattern recognition
- decision trees