@article{memamemoryaugmentedadapterforenhancedvis, title = {Mema: Memory-Augmented Adapter for Enhanced Vision-Language Understanding}, author = {Ying Liu and Yudong Han and Kean Shi and Liyuan Pan}, year = {2026}, eprint = {2603.00655}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.00655}, }