@inproceedings{ijcai2026p112, title = {Bridging the Objective Gap: A Unified Pre-Training Framework for Few-Shot Medical Image Segmentation}, author = {Chen, Shoupeng and Miao, Yiming and Peng, Limei and Ho, Pin-Han}, 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 = {998--1006}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/112}, url = {https://doi.org/10.24963/ijcai.2026/112}, }