Jiawei Ren

Balanced MSE for Imbalanced Visual Regression

2022 · arXiv (Cornell University)

Data imbalance exists ubiquitously in real-world visual regressions, e.g., age estimation and pose estimation, hurting the model's generalizability and fairness. Thus, imbalanced regression gains increasing research attention recently. Compared to imbalanced classification, imbalanced regression focuses …