Foundation-Adaptive Integrated Refinement for Generalized Category Discovery

Yuwei Bian; Shidong Wang; Yazhou Yao; Haofeng Zhang

AAAI 2026technical0 citations

Foundation-Adaptive Integrated Refinement for Generalized Category Discovery

Yuwei Bian, Shidong Wang, Yazhou Yao, Haofeng Zhang

Abstract

The potential of Generalized Category Discovery (GCD) lies in its ability to identify previously undiscovered patterns in both labeled and unlabeled data by leveraging insights from partially labeled training samples. However, interference can arise due to the model

BibTeX

@inproceedings{aaai2026_foundationadapti,
  title = {Foundation-Adaptive Integrated Refinement for Generalized Category Discovery},
  author = {Yuwei Bian and Shidong Wang and Yazhou Yao and Haofeng Zhang},
  booktitle = {AAAI 2026},
  year = {2026}
}