Xiangzhong Fang

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization

2025 · arXiv (Cornell University)

Generalized Category Discovery (GCD) aims to identify unlabeled samples by leveraging the base knowledge from labeled ones, where the unlabeled set consists of both base and novel classes. Since clustering methods are time-consuming at inference, …