@InProceedings{Chen2025Enhancing, author = {Chen, Yiyang and Ding, Tianyu and Wang, Lei and Huo, Jing and Gao, Yang and Li, Wenbin}, title = {Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR)}, month = {June}, year = {2025}, pages = {9881-9890} }