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