Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts.
Qi FanMattia SegùYu-Wing TaiFisher YuChi-Keung TangBernt SchieleDengxin DaiPublished in: CoRR (2022)
Keyphrases
- real world
- high precision
- synthetic data
- detection method
- machine learning
- significant improvement
- concept hierarchy
- domain independent
- clustering method
- computationally efficient
- domain specific
- pairwise
- preprocessing
- mutual information
- support vector machine svm
- classification accuracy
- experimental evaluation
- error rate
- segmentation method
- matching algorithm
- wide range
- machine learning methods
- evaluation method
- case study