CLIP-Guided Federated Learning on Heterogeneity and Long-Tailed Data.
Jiangming ShiShanshan ZhengXiangbo YinYang LuYuan XieYanyun QuPublished in: AAAI (2024)
Keyphrases
- data sets
- prior knowledge
- training data
- database
- background knowledge
- data structure
- learning systems
- online learning
- missing data
- data processing
- hidden variables
- learning process
- data quality
- raw data
- high dimensional data
- synthetic data
- data analysis
- high quality
- learning algorithm
- data distribution
- distributed data
- highly heterogeneous
- original data
- human experts
- spatial data
- statistical analysis
- computer systems
- data collection
- knowledge acquisition
- knowledge discovery
- xml documents
- machine learning