VMamba:视觉状态空间模型code: https://github.com/MzeroMiko/VMambaBackground CNN拥有线性复杂度因而可以处理高分辨率的图像,而ViT在拟合能力方面超过了CNN,但ViT是二次复杂度,在处理高分辨率图像时计算开销…
本文提出了一种新的架构——VMamba(Visual State Space Model),继承了CNNs和ViTs的优点,同时还提高了计算效率,在不牺牲全局感受野的情况下可以达到线性复杂度。为了解决方向敏感问题,引入了交叉扫描模块( Cross-Scan Module,CSM )来遍历空间域,并将任何非因果的视觉图像转换为有序的块序列。VMamba不仅在各种视觉感知...
Designing computationally efficient network architectures persists as an ongoing necessity in computer vision. In this paper, we transplant Mamba, a state-space language model, into VMamba, a vision backbone that works in linear time complexity. At the core of VMamba lies a stack of Visual State...
VMamba: Visual State Space Model Yue Liu1,Yunjie Tian1,Yuzhong Zhao1,Hongtian Yu1,Lingxi Xie2,Yaowei Wang3,Qixiang Ye1,Yunfan Liu1 1University of Chinese Academy of Sciences,2HUAWEI Inc.,3PengCheng Lab. Paper: (arXiv 2401.10166)
To this end, we draw inspiration from the recently introduced state space model and propose the Visual State Space Model (VMamba), which achieves linear complexity without sacrificing global receptive fields. To address the encountered direction-sensitive issue, we introduce the Cross-Scan Module (...
MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering 来自 arXiv.org 喜欢 0 阅读量: 24 作者:Y Tian,S Bai,Z Luo,Y Wang,Y Lv,FY Wang 摘要: Occupancy prediction has attracted intensive attention and shown great superiority in the development of ...
A module for correlating interlayer information of 3D medical image slices is proposed. Combine the properties of the state space model with visual perspective shifting. The proposed method is tested on three datasets, obtaining competitive results.关键词:...
VMambaMorph: a Multi-Modality Deformable Image Registration Framework based on Visual State Space Model with Cross-Scan Module - ziyangwang007/VMambaMorph
The official repository ofRes-VMamba: Fine-Grained Food Category Visual Classification Using Selective State Space Models with Deep Residual Learning, the most part of code is modified fromVMamba. Get started Please follw the installation flow onVMamba. ...
The official repository of Res-VMamba: Fine-Grained Food Category Visual Classification Using Selective State Space Models with Deep Residual Learning , the most part of code is modified from VMamba . Get started Please follw the installation flow on VMamba , and rename and replace the resvma...