Generative Oversampling for Imbalanced Data via Majority-Guided VAE

Qingzhong Ai, Pengyun Wang, Lirong He +3

Learning with imbalanced data is a challenging problem in deep learning. Over-sampling is a widely used technique to re-balance the sampling distribution of training data. However,…