Confusion-Geometry Rebalancing for Long-Tailed Adversarial Training

Mengnan Zhao, Geyong Min, Lihe Zhang +2

Adversarial training under long tailed distributions suffers from a dual imbalance: the class imbalance skews the training objective toward head classes, and the adversarial inner…