Unsupervised Domain Adaptation via Regularized Conditional Alignment

Safa Cicek, Stefano Soatto

We propose a method for unsupervised domain adaptation that trains a shared embedding to align the joint distributions of inputs (domain) and outputs (classes), making any classifi…