@inproceedings{ijcai2026p206, title = {PMCE: Probabilistic Multi-Granularity Semantics with Caption-Guided Enhancement for Few-Shot Learning}, author = {Wu, Jiaying and Gao, Can and Hu, Jinglu and Li, Hui and Cao, Xiaofeng and Guo, Jingcai}, 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 = {1848--1856}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/206}, url = {https://doi.org/10.24963/ijcai.2026/206}, }