Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training

Jianfei Yang, Han Zou, Yuxun Zhou +1

Domain adaptation tackles the problem of transferring knowledge from a label-rich source domain to a label-scarce or even unlabeled target domain. Recently domain-adversarial train…