Beyond Fine Tuning: A Modular Approach to Learning on Small Data

Ark Anderson, Kyle Shaffer, Artem Yankov +2

In this paper we present a technique to train neural network models on small amounts of data. Current methods for training neural networks on small amounts of rich data typically r…