- Output of [[Convolutional Layer|conv]], c, layers are added to inputs of [UpConv](../UpConv.md), d, layers - Element-wise, not channel appending - Propagate high frequency information to later layers - Two types - Additive - [ResNet](ResNet.md) - [Super-Resolution](Super-Resolution.md) auto-encoder - Concatenative - Densely connected architectures - DenseNet - [FlowNet](FlowNet.md) ![skip-connections](../../../../img/skip-connections.png) [AI Summer - Skip Connections](https://theaisummer.com/skip-connections/) [Arxiv - Visualising the Loss Landscape](https://arxiv.org/abs/1712.09913)