Generalization Beyond Data Imbalance: A Controlled Study on CLIP for Transferable Insights.
Xin WenBingchen ZhaoYilun ChenJiangmiao PangXiaojuan QiPublished in: CoRR (2024)
Keyphrases
- data analysis
- statistical analysis
- image data
- data sets
- data sources
- database
- correlation analysis
- data quality
- empirical studies
- data management
- data objects
- raw data
- spatial data
- sensor data
- data collection
- data processing
- databases
- training data
- social networks
- survey data
- dimensionality reduction
- empirical data
- complex data
- data mining
- machine learning
- learning algorithm
- data acquisition
- synthetic data
- prior knowledge
- end users
- probability distribution
- knowledge discovery
- input data
- data mining techniques
- small number