Comparative Study of Adversarial Training Methods for Long-tailed Classification.
Xiangxian LiHaokai MaLei MengXiangxu MengPublished in: AdvM @ ACM Multimedia (2021)
Keyphrases
- comparative study
- classification method
- benchmark datasets
- classification systems
- machine learning methods
- feature selection
- decision trees
- preprocessing
- training set
- robust classification
- benchmark data sets
- machine learning algorithms
- cross validation
- classification performances
- classification models
- density estimation
- text classification
- classification accuracy
- feature extraction
- data mining
- support vector machine svm
- model selection
- image classification
- supervised learning
- classification scheme
- training phase
- terms of classification accuracy
- feature vectors
- classification decisions
- neural networks and support vector machines