Their spatial dimensions are kept equal, using appropriate padding, and they are concatenated along the channel dimension.

They are combined by element-wise addition, so all branches must have the same number of channels.

They are cropped to the smallest spatial size and concatenated along a spatial dimension.

They are flattened, concatenated, and then reshaped into feature maps.