@inproceedings{ijcai2026p756, title = {When Vision-Language Models Meet Fetal Cardiac Ultrasound: Dual-Level Contrastive Learning for Out-of-Distribution Detection}, author = {Liu, Ziyi and Song, Weihu and Ma, Yupeng and Liu, Tianrui and Gu, Yifan and Zhu, Haogang}, booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Diego Calvanese}, pages = {6797--6806}, year = {2026}, month = {8}, note = {AI and Health}, doi = {10.24963/ijcai.2026/756}, url = {https://doi.org/10.24963/ijcai.2026/756}, }