A Brief Study of In-Domain Transfer and Learning from Fewer Samples using A Few Simple Priors

Marc Pickett, Ayush Sekhari, James Davidson

Domain knowledge can often be encoded in the structure of a network, such as convolutional layers for vision, which has been shown to increase generalization and decrease sample co…