@article{diveintotheimplicitbiasesoflowrankvision,
  title = {Dive Into the Implicit Biases of Low-rank Vision-language Alignment},
  author = {Mingjia Shi and Shuo Wang and Xiaobo Wang and Sifan Zhou and Kai Wang and Tianyu Fu and Chenxu Zhao and Anyang Su and Ping Jiang and Minghui Wu},
  year = {2026},
  eprint = {2607.08194},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.08194},
}