@article{mamba2danativelymultidimensionalstate, title = {Mamba2D: A Natively Multi-Dimensional State-Space Model for Vision Tasks}, author = {Enis Baty and Alejandro Hernández Díaz and Chris Bridges and Rebecca Davidson and Steve Eckersley and Simon Hadfield}, year = {2024}, eprint = {2412.16146}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2412.16146v2}, }