Nathan O. Hodas

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

2016 · arXiv (Cornell University)

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 rely on strategies such as …