@article{refineandcontrastadaptiveinstanceawarebe, title = {Refine-and-Contrast: Adaptive Instance-Aware BEV Representations for Multi-UAV Collaborative Object Detection}, author = {Zhongyao Li and Peirui Cheng and Liangjin Zhao and Chen Chen and Yundu Li and Zhechao Wang and Xue Yang and Xian Sun and Zhirui Wang}, year = {2025}, eprint = {2508.12684}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.12684}, }