CoGe-GCD: Reframing Generalized Category Discovery with Compositional Generalization

Luyao Tang, Jiewei Zheng, Kunze Huang +3

Generalized Category Discovery (GCD) assigns unlabeled instances, mixed with labeled data, to known or novel categories, requiring human-like compositional reasoning: reusing primi…