Domain Re-Modulation for Few-Shot Generative Domain Adaptation Yi Wu, Ziqiang Li University of Science and Technology of China Chaoyue Wang, Heliang Zheng, Shanshan Zhao JD Explore Academy Bin Li

In this study, we delve into the task of few-shot Generative Domain Adaptation (GDA), which involves transferring a pre-trained generator from one domain to a new domain using only a few reference images. Inspired by the way human brains acquire knowledge in new domains, we present an innovative generator structure called Domain Re-Modulation (DoRM) .