ClearGCD: Mitigating Shortcut Learning For Robust Generalized Category Discovery

Kailin Lyu, Jianwei He, Long Xiao +4

In open-world scenarios, Generalized Category Discovery (GCD) requires identifying both known and novel categories within unlabeled data. However, existing methods often suffer fro…