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Question about ISAB #17

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zhiqihuang opened this issue Jan 14, 2022 · 0 comments
Open

Question about ISAB #17

zhiqihuang opened this issue Jan 14, 2022 · 0 comments

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@zhiqihuang
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Not sure if I understand the Induced Set Attention Block correctly.

So basically SAB is a transformer without positional encoding (and dropout?). In the paper, you said that SAB is "too expensive for large sets". But set size here refers to the max sequence length in a transformer which is usually 512. Why not just use the SAB for SetTransformer? Is there any reason other than efficiency, to use ISAB for SetTransformer?

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