Learning Unforeseen Robustness from Out-of-distribution Data Using Equivariant Domain Translator.
Sicheng ZhuBang AnFurong HuangSanghyun HongPublished in: ICML (2023)
Keyphrases
- data sets
- learning process
- original data
- data quality
- learning algorithm
- prior knowledge
- data analysis
- high quality
- training data
- data distribution
- background knowledge
- learning systems
- high dimensional data
- statistical analysis
- learning models
- raw data
- human experts
- computer systems
- data collection
- knowledge acquisition
- data processing
- semi supervised
- data structure
- domain experts
- supervised learning
- small number
- domain independent
- learning tasks
- learning problems
- data points
- probability distribution
- end users