@article{harmonyaunifiedframeworkformodality, title = {Harmony: A Unified Framework for Modality Incremental Learning}, author = {Yaguang Song and Xiaoshan Yang and Dongmei Jiang and YaoWei Wang and Changsheng Xu}, year = {2025}, eprint = {2504.13218}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.13218v1}, }