Prototypical classifier with distribution consistency regularization for generalized category discovery: A strong baseline

Zhanxuan Hu, Yu Duan, Yaming Zhang, Rong Wang, Feiping Nie

Abstract: Highlights•This work addresses GCD by focusing on intraclass relations among samples.•We propose a simple yet effective model for GCD.•Our proposed achieves competitive or better performance on six benchmarks.