Robust Unsupervised Domain Adaptation for Neural Networks via Moment Alignment

Werner Zellinger, Bernhard A. Moser, Thomas Grubinger +3

A novel approach for unsupervised domain adaptation for neural networks is proposed. It relies on metric-based regularization of the learning process. The metric-based regularizati…