The layer learns a residual change rather than an entirely new representation. This direct path helps gradients travel through deep networks and allows a block to preserve useful input features.
A residual connection adds a layer's input to its transformed output so information can bypass the transformation.
The layer learns a residual change rather than an entirely new representation. This direct path helps gradients travel through deep networks and allows a block to preserve useful input features.