Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization.
Chaoqi ChenLuyao TangFeng LiuGangming ZhaoYue HuangYizhou YuPublished in: CoRR (2022)
Keyphrases
- data sets
- synthetic data
- raw data
- computer systems
- data collection
- knowledge discovery
- image data
- statistical analysis
- data processing
- domain specific
- domain independent
- data analysis
- data quality
- training data
- knowledge base
- database
- small number
- data distribution
- semantically rich
- temporal information
- semantic network
- domain experts
- missing data
- input data
- case based reasoning
- data points
- natural language
- high quality
- machine learning
- neural network