@article{spotmapguidedllmagentforunsupervisedmult, title = {SPOT!: Map-Guided LLM Agent for Unsupervised Multi-CCTV Dynamic Object Tracking}, author = {Yujin Roh and Inho Jake Park and Chigon Hwang}, year = {2025}, eprint = {2512.20975}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.20975}, }