Towards Representation Alignment and Uniformity in Long-tailed Classification.
Yi ZhengZuqiang MengPublished in: MMAsia (2023)
Keyphrases
- support vector
- feature representation
- automatic classification
- machine learning methods
- feature vectors
- classification accuracy
- model selection
- classification method
- classification rate
- object classification
- support vector machine svm
- supervised learning
- pattern classification
- machine learning algorithms
- training samples
- machine learning
- text classification
- image classification
- support vector machine
- classification scheme
- feature construction
- feature extraction
- pattern representation
- image representation
- classification models
- dissimilarity representation
- classification algorithm
- svm classifier
- multiresolution
- feature space
- preprocessing
- multiscale
- training data
- decision trees
- feature selection