Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling

Junhyun Nam, Sangwoo Mo, Jaeho Lee +1

To capture the relationship between samples and labels, conditional generative models often inherit spurious correlations from the training dataset. This can result in label-condit…