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cs.CV2024
V2M: Visual 2-Dimensional Mamba for Image Representation Learning
Chengkun Wang, Wenzhao Zheng, Yuanhui Huang +2
Mamba has garnered widespread attention due to its flexible design and efficient hardware performance to process 1D sequences based on the state space model (SSM). Recent studies h…
cs.CV2024★ 2 cited
GlobalMamba: Global Image Serialization for Vision Mamba
Chengkun Wang, Wenzhao Zheng, Jie Zhou +1
Vision mambas have demonstrated strong performance with linear complexity to the number of vision tokens. Their efficiency results from processing image tokens sequentially. Howeve…