R. David Evans

ConR: Contrastive Regularizer for Deep Imbalanced Regression

2023 · arXiv (Cornell University)

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 …