The evolution of Selective SSMs coupled with the emergence of the Mamba model has showcased remarkable performance, surpassing that of Transformers in various tasks and attracting considerable interest due to its promising scalability. Vision Mamba represents a pivotal extension of this paradigm into the realm of computer vision, opening new avenues for exploration and innovation in the field. We will be exploring the architectures and discussing the advancements of Vision Mamba.
Additional resources: https://arxiv.org/abs/2401.09417