@inproceedings{ijcai2026p109, title = {From Language to Segmentation: Collaborative Category-Guided Unsupervised Camouflaged Object Detection with SAM3}, author = {Chen, Huafeng and Lyu, Yueming and Shan, Caifeng}, 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 = {971--979}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/109}, url = {https://doi.org/10.24963/ijcai.2026/109}, }