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MambaOut: Do We Really Need Mamba for Vision?

By Weihao Yu and Xinchao Wang at
LogoNational University of Singapore
Mamba, an architecture with RNN-like token mixer of state space model (SSM), was recently introduced to address the quadratic complexity of the attention mechanism and subsequently applied to vision tasks. Nevertheless, the performance of Mamba for vision is often underwhelming when compared with convolutional and attention-based models. In this paper,... Show more
May 20, 2024
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