GradTail: Learning Long-Tailed Data Using Gradient-based Sample Weighting

Zhao Chen, Vincent Casser, Henrik Kretzschmar +1

We propose GradTail, an algorithm that uses gradients to improve model performance on the fly in the face of long-tailed training data distributions. Unlike conventional long-tail…