Beyond Homoscedasticity: Decoupled Uncertainty Optimization for Deep Imbalanced Regression

Juncheng Zhou, Jiaxi Lu, Weijing Zeng +3

Deep Imbalanced Regression (DIR) is pervasive in continuous prediction tasks across diverse modalities, such as age estimation, depth prediction, and protein mutation activity pred…