@article{a2mambaattentionaugmentedstatespacemodel, title = {A2Mamba: Attention-augmented State Space Models for Visual Recognition}, author = {Meng Lou and Yunxiang Fu and Yizhou Yu}, year = {2025}, eprint = {2507.16624}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.16624}, }