@conference{ma_steady_2025, author = {Ma, Qinghe and Zhang, Jian and Li, Zekun and Qi, Lei and Yu, Qian and Shi, Yinghuan}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}, language = {en}, title = {Steady progress beats stagnation: mutual aid of foundation and conventional models in mixed domain semi-supervised medical image segmentation}, url = {https://arxiv.org/abs/2503.16997}, year = {2025} }