@article{consistentsupervisedunsupervisedalignmen, title = {Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery}, author = {Jizhou Han and Shaokun Wang and Yuhang He and Chenhao Ding and Qiang Wang and Xinyuan Gao and SongLin Dong and Yihong Gong}, year = {2025}, eprint = {2507.04725}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.04725}, }