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Loss for Inpainting #12

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lynetcha opened this issue Apr 25, 2017 · 3 comments
Closed

Loss for Inpainting #12

lynetcha opened this issue Apr 25, 2017 · 3 comments

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@lynetcha
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lynetcha commented Apr 25, 2017

Section 3.2 of the paper (Joint Loss) says that adversarial loss only is used for inpainting experiments, but Figure 6 shows results with L2+Adv. Can you please clarify?

@lynetcha
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Nevermind, I got it. L2 only is used for the feature learning.

@pathak22
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Yes, inpainting uses Joint loss (both): https://github.com/pathak22/context-encoder/blob/master/train.lua#L204-L208

@micklexqg
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@pathak22 , wtl2 is for what? if it is set 0 (default), then the script will be used for feature learning?
I notice there is
image and
image

in the equation
image
in section 3. which parameters are for them in the code?

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