@article{consistencybeyondcontrastenhancingopenvo, title = {Consistency Beyond Contrast: Enhancing Open-Vocabulary Object Detection Robustness via Contextual Consistency Learning}, author = {Bozhao Li and Shaocong Wu and Tong Shao and Senqiao Yang and Qiben Shan and Zhuotao Tian and Jingyong Su}, year = {2026}, eprint = {2603.26179}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.26179}, }