De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts.
Yuzheng WangDingkang YangZhaoyu ChenYang LiuSiao LiuWenqiang ZhangLihua ZhangLizhe QiPublished in: CoRR (2024)
Keyphrases
- probability distribution
- raw data
- data mining techniques
- data analysis
- data distribution
- high quality
- data sets
- data processing
- data collection
- complex data
- data structure
- prior knowledge
- background knowledge
- domain experts
- information resources
- expert knowledge
- synthetic data
- high dimensional data
- statistical analysis
- knowledge based systems
- uniformly distributed
- input data
- database
- databases
- feature selection
- knowledge base
- training data
- expert systems
- data sources
- data points
- small number
- knowledge management
- knowledge acquisition
- domain knowledge
- experimental data
- knowledge discovery
- data quality
- website
- data mining tools
- hidden knowledge