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questions about training in the paper #14

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Senwang98 opened this issue Feb 23, 2022 · 1 comment
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questions about training in the paper #14

Senwang98 opened this issue Feb 23, 2022 · 1 comment

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@Senwang98
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Hi, @dong03
Thanks for your nice work!
After reading your paper, I still have some questions:

  1. You see 'We re-train FCN (Seg) and MVSS-Net(full setup) from scratch on CASIAv2.', do you pre-train ResFCN first and then use this model to init your MVSS-Net? or just train these two models independently?
  2. What's the valid set when training?
@dong03
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dong03 commented Feb 24, 2022

  1. We train models on different datasets independently.
  2. A validation set consists of DEFACTO, on both datasets. (Yet we stopped the training process mainly according to the training loss curve. Better to try some early stopping or cross-validation strategy.

@dong03 dong03 closed this as completed Feb 24, 2022
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