崛起topformer arm-阿里云

Transformer崛起| TopFormer打造Arm端实时分割与检测模型，完美超越MobileNet!（二）

4实验4.1 消融实验1、Token Pyramid的影响如表所示，将来自不同尺度的堆叠Token作为语义提取器的输入，并将最后一个Token分别作为语义提取器的输入。为了公平的比较，附加了一个1×1卷积层来扩展与堆叠的Token一样的通道。实验结果证明了使用Token Pyramid作为输入的有效...

Transformer崛起| TopFormer打造Arm端实时分割与检测模型，完美超越MobileNet!（一）

1背景为了使ViT适应各种密集的预测任务，最近的ViTs，如PVT、CvT、LeViT以及MobileViT都采用了分层结构，类似的操作也用于卷积神经网络(CNNs)，如AlexNet和ResNet。这些ViTs将全局自注意力及其变体应用到高分辨率Token上，由于Token数量的二次复杂度，这带来...

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更新时间 2024-03-02 00:24:31

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