Deep Learning, Artificial Intelligence, Convolutional Network, Self Supervised Learning, Image Classification.
respectively. By concatenating the representations layer-wise, Fl = {Fl1, Fl2}, a representation F is achieved which is pretrained on full input tensor X. If F is a CNN of a desired fixed size, e.g., AlexNet, we can design the subnetworks F1, F2 by splitting each layer of the network F in half,