@article{nearlinteractedqueryadaptationwithorthog, title = {NEARL: Interacted Query Adaptation with Orthogonal Regularization for Medical Vision-Language Understanding}, author = {Zelin Peng and Yichen Zhao and Yu Huang and Piao Yang and Feilong Tang and Zhengqin Xu and Xiaokang Yang and Wei Shen}, year = {2025}, eprint = {2508.04101}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.04101}, }