@article{contrastiveregularizationoverloraformult, title = {Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning}, author = {Haojie Zhang and Yixiong Liang and Hulin Kuang and Lihui Cen and Zhe Qu and Yigang Cen and Min Zeng and Shichao Kan}, year = {2025}, eprint = {2508.11673}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.11673}, }