Jiequan Cui

Improving Calibration for Long-Tailed Recognition

2021 · arXiv (Cornell University)

Deep neural networks may perform poorly when training datasets are heavily class-imbalanced. Recently, two-stage methods decouple representation learning and classifier learning to improve performance. But there is still the vital issue of miscalibration. To address …