@article{clsrlimageclassificationwithrulebased,
  title = {Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning},
  author = {Ming Li and Jike Zhong and Shitian Zhao and Yuxiang Lai and Haoquan Zhang and Wang Bill Zhu and Kaipeng Zhang},
  year = {2025},
  eprint = {2503.16188},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2503.16188v4},
}