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Why not just using final yayer self-attention weights for relationship extraction in EGTR #13

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Catchip opened this issue Nov 14, 2024 · 0 comments

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@Catchip
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Catchip commented Nov 14, 2024

The idea of extracting relationships from self-attention weights is indeed very inspiring!
However, I have some questions. Firstly, I must clarify that my understanding of DETR is not very deep, but from what I understand, the object queries output by the later layers are more accurate. DETR typically uses the object queries from the final layer to regress the final bounding boxes. So, in EGTR, why don't you directly use the self-attention weights from the final layer for relationship extraction? Have you conducted any ablation studies to investigate this issue?

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