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Affected files: STEM/AI/Neural Networks/CNN/Examples.md STEM/AI/Neural Networks/CNN/FCN/FCN.md STEM/AI/Neural Networks/CNN/FCN/ResNet.md STEM/AI/Neural Networks/CNN/FCN/Skip Connections.md STEM/AI/Neural Networks/CNN/GAN/DC-GAN.md STEM/AI/Neural Networks/CNN/GAN/GAN.md STEM/AI/Neural Networks/CNN/Interpretation.md STEM/AI/Neural Networks/CNN/UpConv.md STEM/AI/Neural Networks/Deep Learning.md STEM/AI/Neural Networks/MLP/MLP.md STEM/AI/Neural Networks/Properties+Capabilities.md STEM/AI/Neural Networks/SLP/Least Mean Square.md STEM/AI/Neural Networks/SLP/SLP.md STEM/AI/Neural Networks/Transformers/Transformers.md STEM/AI/Properties.md STEM/CS/Language Binding.md STEM/CS/Languages/dotNet.md STEM/Signal Proc/Image/Image Processing.md
16 lines
610 B
Markdown
16 lines
610 B
Markdown
- Output of [conv](../Convolutional%20Layer.md), c, layers are added to inputs of [UpConv](../UpConv.md), d, layers
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- Element-wise, not channel appending
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- Propagate high frequency information to later layers
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- Two types
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- Additive
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- [ResNet](ResNet.md)
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- [Super-Resolution](Super-Resolution.md) auto-encoder
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- Concatenative
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- Densely connected architectures
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- DenseNet
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- [FlowNet](FlowNet.md)
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[AI Summer - Skip Connections](https://theaisummer.com/skip-connections/)
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[Arxiv - Visualising the Loss Landscape](https://arxiv.org/abs/1712.09913) |