Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation.
Yeonsung JungHajin ShimJune Yong YangEunho YangPublished in: ICML (2023)
Keyphrases
- data sets
- raw data
- data points
- training data
- input data
- data processing
- data quality
- original data
- databases
- high quality
- data analysis
- image data
- prior knowledge
- end users
- synthetic data
- high dimensional data
- network structure
- experimental data
- application domains
- missing data
- generative model
- computer systems
- data collection
- feature space
- data sources