Very cool and sensical when you pause to think about it. While different architectures might have different components, they are also likely to reuse building b

Very cool and sensical when you pause to think about it. While different architectures might have different components, they are also likely to reuse building blocks (ie: the first layers of convolutional neural networks are famously very similar from one problem to another). In essense this detects those building blocks and plugs the known weights in for you.