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tjvandal / deepsd

DeepSD Super-resolution for Climate Downscaling in KDD 2017
https://www.kdd.org/kdd2017/papers/view/deepsd-generating-high-resolution-climate-change-projections-through-single
MIT License
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Fully Connected Hidden Layer 2 #6

Closed lzhengchun closed 4 years ago

lzhengchun commented 4 years ago

i saw that you have a Fully Connected Hidden Layer 2 in the image (figure 2 in the paper), but section 5.1 did not mention it. i also did not see the implementation of the Fully connected layer. did you really use it, or it is a mistake in the figure?

tjvandal commented 4 years ago

Layer 2 uses a 1x1 convolutions. In early versions of the paper we used the term fully connected layer for 1x1 convolutions but this is not the correct terminology. This mistake was fixed in the camera ready version, which it seems I never updated on arxiv. https://dl.acm.org/doi/pdf/10.1145/3097983.3098004

lzhengchun commented 4 years ago

oh, i see. thanks very much for your response.