SMOGAN refines SMOGN's synthetic minority samples with a WGAN-GP and MMD regularization, and it wins the majority of dataset-level comparisons on 23 imbalanced regression benchmarks.
Regression augmentation with data-driven segmentation, August 2025
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SMOGAN: Synthetic Minority Oversampling with GAN Refinement for Imbalanced Regression
SMOGAN refines SMOGN's synthetic minority samples with a WGAN-GP and MMD regularization, and it wins the majority of dataset-level comparisons on 23 imbalanced regression benchmarks.