@article{representationcalibrationanduncertaintyg, title = {Representation Calibration and Uncertainty Guidance for Class-Incremental Learning based on Vision Language Model}, author = {Jiantao Tan and Peixian Ma and Tong Yu and Wentao Zhang and Ruixuan Wang}, year = {2025}, eprint = {2512.09441}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.09441}, }