实战注意力网络的相关内容

文章 2024-10-16 来自：开发者社区

YOLO11实战：新颖的多尺度卷积注意力（MSCA）加在网络不同位置的涨点情况 | 创新点如何在自己数据集上高效涨点，解决不涨点掉点等问题

本文解决的问题点：创新点为什么在自己数据集不涨点，甚至出现降点的现象？？？原因分析：不同数据集加入创新点存在表现不一致是正常现象，甚至放在网络不同位置也存在有的位置能够涨点，有的位置降点现象！！！如何解决：将创新点放入不同网络位置并提供对应的yaml文件，总有一种能够在你数据集下高效涨点。所以还是要多做实验，做各种尝试，可能就能取得意外的涨点现象！！！涨点情况：原...

文章 2023-05-11 来自：开发者社区

【Pytorch神经网络实战案例】22 基于Cora数据集实现图注意力神经网络GAT的论文分类

注意力机制的特点是，它的输入向量长度可变，通过将注意力集中在最相关的部分来做出决定。注意力机制结合RNN或者CNN的方法。1 实战描述【主要目的：将注意力机制用在图神经网络中，完成图注意力神经网络的结构和搭建】1.1 实现目的有一个记录论文信息的数据集，数据集里面含有每一篇论文的关键词以及分类信息，同时还有论文间互相引用的信息。搭建AI模型，对数据集中的论文信息进行分析，使模型学习已有论文的分类....

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更新时间 2024-10-17 09:13:07

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