Domain Adaptation for Neural Networks by Parameter Augmentation

Yusuke Watanabe, Kazuma Hashimoto, Yoshimasa Tsuruoka

We propose a simple domain adaptation method for neural networks in a supervised setting. Supervised domain adaptation is a way of improving the generalization performance on the t…