@article{backgroundfadesforegroundleadscurriculum, title = {Background Fades, Foreground Leads: Curriculum-Guided Background Pruning for Efficient Foreground-Centric Collaborative Perception}, author = {Yuheng Wu and Xiangbo Gao and Quang Tau and Zhengzhong Tu and Dongman Lee}, year = {2025}, eprint = {2510.19250}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.19250}, }