ConR: Contrastive Regularizer for Deep Imbalanced Regression

Mahsa Keramati, Lili Meng, R. David Evans

Imbalanced distributions are ubiquitous in real-world data. They create constraints on Deep Neural Networks to represent the minority labels and avoid bias towards majority labels.…