Yuanhao Zuo

Linking Known and Unknown: Generalized Cross-Instance Feature Helps Category Discovery

In this paper, we tackle Generalized Category Discovery (GCD) by drawing inspiration from the platypus—a creature that uniquely blends features from different species. Our method bridges the gap between known and unknown categories through a novel cross-instance feature learning paradigm. Unlike tra…