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Transformer Tracking with Cyclic Shifting Window Attention | CV home #55

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kongbia opened this issue Jun 10, 2022 · 1 comment
Open

Transformer Tracking with Cyclic Shifting Window Attention | CV home #55

kongbia opened this issue Jun 10, 2022 · 1 comment
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321ac6a74b1c6e91cabcf01799e32c2b Gitalk

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@kongbia
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kongbia commented Jun 10, 2022

https://www.zjp97.top/tracking/59-CSWinTT/#more

论文 代码 具有循环移位窗口注意力
@hhhAlan
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hhhAlan commented Jul 7, 2022

这篇paper感觉问题很大。比baseline STARK没啥大提升，还悄咪咪地把search region分辨率提高到384x384 （STARK是320x320），就这很多还没STARK高。ablation Tab.3不知道这么低的Original Transformer怎么来的。其他模块在UAV上也没什么提升（UAV波动比较大，他只有这一个benchmark的ablation）。总之就是感觉耍小动作还没啥效果，甚至副作用

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