@article{scaledontfinetuneguidingmultimodalllmsfo,
  title = {Scale, Don't Fine-tune: Guiding Multimodal LLMs for Efficient Visual Place Recognition at Test-Time},
  author = {Jintao Cheng and Weibin Li and Jiehao Luo and Xiaoyu Tang and Zhijian He and Jin Wu and Yao Zou and Wei Zhang},
  year = {2025},
  eprint = {2509.02129},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.02129},
}