A3M：Attribute-Aware Attention Model for Fine-grained Representation Learning

分类: 文章 • 2024-09-27 09:58:52

code
A3M：Attribute-Aware Attention Model for Fine-grained Representation Learning 一条支路直接做ID分类(Category),其余分支做属性分类。

两个attention模块，一个是
A3M：Attribute-Aware Attention Model for Fine-grained Representation Learning
即属性在Category Feature Map中找到属性对应的部分(attention)

另一个是：
A3M：Attribute-Aware Attention Model for Fine-grained Representation Learning
Category特征嵌入到属性特征中去找哪些属性特征利于Category分类(Attention)。

最终达到的效果是ap更近，an更远：
A3M：Attribute-Aware Attention Model for Fine-grained Representation Learning

效果(并不高)：
A3M：Attribute-Aware Attention Model for Fine-grained Representation Learning