Takeshi Teshima

Few-shot Domain Adaptation by Causal Mechanism Transfer

2020 · International Conference on Machine Learning

We study few-shot supervised domain adaptation (DA) for regression problems, where only a few labeled target domain data and many labeled source domain data are available. Many of the current DA methods base their transfer …