2024
ConR: Contrastive Regularizer for Deep Imbalanced Regression
ICLR 2024poster
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. The extensive body of imbalanced approaches address categorical label spaces but fail to effectively extend to regressi…