@article{fromobjectstoeventsunlockingcomplex, title = {From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors via LLM-guided Symbolic Reasoning}, author = {Yuhui Zeng and Haoxiang Wu and Wenjie Nie and Xiawu Zheng and Guangyao Chen and Yunhang Shen and Jun Peng and Yonghong Tian and Rongrong Ji}, year = {2025}, eprint = {2502.05843}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.05843v3}, }