@article{cmfioumultistagecrossmodalfusion3dobject, title = {CMF-IoU: Multi-Stage Cross-Modal Fusion 3D Object Detection with IoU Joint Prediction}, author = {Zhiwei Ning and Zhaojiang Liu and Xuanang Gao and Yifan Zuo and Jie Yang and Yuming Fang and Wei Liu}, year = {2025}, eprint = {2508.12917}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.12917}, }