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Model Question #28

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marshzero opened this issue Nov 4, 2021 · 2 comments
Open

Model Question #28

marshzero opened this issue Nov 4, 2021 · 2 comments

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@marshzero
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marshzero commented Nov 4, 2021

Hi, thanks for your wonderful work.
And I have some questions about models in /networks/cls/pct.py.

  1. Does Point_Transformer on 86 line corresponds to a model without neighbor embedding?
  2. Does Point_Transformer2 on 34 line correspond to the final model of the paper?
  3. pos_xyz corresponds to positional embedding? and why we ues it?

Maybe I have a wrong understanding and you can give me some advice? Thanks!

@MenghaoGuo
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Thanks for your attention.
For your question :
1.2 Yes
3. Pos_xyz corresponds to positional embedding, i find it can avoid overfitting in classification task.

@marshzero
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Thanks for your attention. For your question : 1.2 Yes 3. Pos_xyz corresponds to positional embedding, i find it can avoid overfitting in classification task.

Thanks for your reply, it helps me a lot.

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