@article{sparsityhurtssimplelinearadaptercanboost,
  title = {Sparsity Hurts: Simple Linear Adapter Can Boost Generalized Category Discovery},
  author = {Bo Ye and Kai Gan and Tong Wei and Min-Ling Zhang},
  year = {2026},
  eprint = {2605.08183},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.08183},
}