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wangchen1801 avatar wangchen1801 commented on August 25, 2024

Hello, this operation can scale up attention values. With the subsequent softmax function, it leads to a sharper focus on the key elements that the attention mechanism is trying to highlight. However in our experiments, this operation didn't make a significant difference.

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wml666666 avatar wml666666 commented on August 25, 2024

Okay, I understand. Thank you for your reply!

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wml666666 avatar wml666666 commented on August 25, 2024

Hello, sorry to bother you. Formula (2) in your paper mentions Ecls (class embedding), but when I studied your code, I did not find this variable in ffa.py.

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wangchen1801 avatar wangchen1801 commented on August 25, 2024

In our experiments, feature queries are class-agnostic initially. It is reasonable to assign a class embedding to each category for discrimination. However, in the final experiment, each category has its exclusive feature queries, making the class embedding redundant. Therefore, we removed it to simplify our code. Sorry for the confusion and hope it can clarifies this issue.

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wml666666 avatar wml666666 commented on August 25, 2024

Okay, thank you for your reply.

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