AFGCD

This repository contains the official implementation of the ICCV 2025 paper:
"A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention"

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Checkpoints: Link

🚀 Installation

Clone the repository and install required packages:

git clone https://github.com/Afleve/AFGCD  
cd AFGCD  
pip install -r requirements.txt

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🙏 Acknowledgments

• Thanks to @CVMI Lab for their awesome SimGCD.
• Thanks to @benbergner for their awesome Cropr.

@InProceedings{AFGCD2025ICCV,
    author    = {Xu, Qiyu and Hu, Zhanxuan and Duan, Yu and Pei, Ercheng and Tai, Yonghang},
    title     = {A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    month     = {October},
    year      = {2025},
    pages     = {405-414}
}