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When to use 'use_bias=False' in Conv Nets (like in the Xception implementation)
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Andrés M.
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Nov 30, 2017, 7:56:07 AM
11/30/17
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Looking at the Xception CNN example included in Keras I noticed that Chollet uses 'use_bias=False' in all the Convolutional layers.
I was wondering, when to use it? or why? can someone explain it to me or point me in the right direction?
Thanks
MohammadAli Dastgheib
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Mar 19, 2020, 4:41:04 AM
3/19/20
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I have the same question. please help.
Philip May
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Mar 19, 2020, 4:51:15 AM
3/19/20
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When using batch normalization you can turn off bias.
See the paper here:
https://arxiv.org/abs/1502.03167
"Note that, since we normalizeWu+b, the biasbcan beignored since its effect will be canceled by the subsequentmean subtraction [..]"
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