SegMix: A Simple Structure-Aware Data Augmentation Method.
Yuxin PeiPushkar BhuseZhengzhong LiuEric XingPublished in: CoRR (2023)
Keyphrases
- synthetic data
- input data
- data sets
- prior knowledge
- detection method
- raw data
- network structure
- high quality
- statistical analysis
- cost function
- objective function
- data collection
- knowledge discovery
- missing data
- correlation analysis
- training samples
- database
- graph representation
- test data
- statistical significance
- data sources
- significant improvement
- data processing
- training data
- spatial data
- decision trees
- image sequences
- face recognition
- complex structures
- original data
- similarity measure
- statistical methods
- computational complexity
- data distribution
- segmentation method
- computational cost
- clustering method
- image data
- support vector machine
- em algorithm
- image registration