A Survey on Visual Mamba

State space models (SSM) with selection mechanisms and hardware-aware architectures, namely Mamba, have recently shown significant potential in long-sequence modeling. Since the complexity of transformers’ self-attention mechanism is quadratic with image size, as well as increasing computational dem...

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Bibliographic Details
Main Authors: Zhang, H, Zhu, Y, Wang, D, Zhang, L, Chen, T, Wang, Z, Ye, Z
Format: Journal article
Language:English
Published: MDPI 2024