Questions tagged [skip-connections]

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What is meant by "lateral connection" in the context of neural networks?

A class of CNN is popular due to the implementation of residual connections. We can use both terms "residual connections" and "skip connections" interchangeably as they refer to ...
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What does "These designs employ skip connections to avoid a situation where the shortest path between time steps increases" mean?

Less popular alternatives include adding layers to the connections from input to the hidden state, between hidden states, or from the hidden state to the output. These designs employ skip connections ...
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How does the skip connection match its dimension to the same layer in the expansive path?

According to the U-Net architecture image from the second page of the research paper (URL link) https://arxiv.org/pdf/1505.04597.pdf How does the skip connection match its dimension to the same layer ...