Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training.
Zhenglun KongHaoyu MaGeng YuanMengshu SunYanyue XiePeiyan DongXin MengXuan ShenHao TangMinghai QinTianlong ChenXiaolong MaXiaohui XieZhangyang WangYanzhi WangPublished in: AAAI (2023)
Keyphrases
- data sets
- raw data
- original data
- historical data
- data analysis
- data mining techniques
- data collection
- synthetic data
- data reduction
- training examples
- data points
- computer systems
- small number
- training samples
- data processing
- complex data
- training data
- data retrieval
- redundant data
- attribute values
- missing data
- high dimensional data
- image data
- prior knowledge
- xml documents
- database systems
- computer vision
- data mining