Semantic Mismapping in Generalized Category Discovery: Evaluation and Mitigation.

arXiv:2610.39356v1 Announce Type: cross Abstract: Generalized Category Discovery (GCD) aims to perform old-category recognition and novel-category discovery in the same unlabeled set. Early methods address both objectives through clustering and evaluate the ex