When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation.
Ling ZhangXiaosong WangDong YangThomas SanfordStephanie A. HarmonBaris TurkbeyHolger RothAndriy MyronenkoDaguang XuZiyue XuPublished in: CoRR (2019)
Keyphrases
- data processing
- data sets
- database
- original data
- historical data
- high quality
- data analysis
- data points
- synthetic data
- statistical analysis
- training data
- data collection
- information retrieval
- web pages
- application domains
- domain experts
- computer systems
- end users
- website
- domain specific
- dimensionality reduction
- knowledge discovery
- probability distribution
- data quality
- complex data
- database systems