Single-Shot Domain Adaptation via Target-Aware Generative Augmentation

Rakshith Subramanyam, Kowshik Thopalli, Spring Berman +2

The problem of adapting models from a source domain using data from any target domain of interest has gained prominence, thanks to the brittle generalization in deep neural network…