Beier Zhu

Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification

2022 · Proceedings of the AAAI Conference on Artificial Intelligence

We address the overlooked unbiasedness in existing long-tailed classification methods: we find that their overall improvement is mostly attributed to the biased preference of "tail" over "head", as the test distribution is assumed to be …