Uncertainty-aware Sampling for Long-tailed Semi-supervised Learning

Kuo Yang, Duo Li, Menghan Hu +3

For semi-supervised learning with imbalance classes, the long-tailed distribution of data will increase the model prediction bias toward dominant classes, undermining performance o…