Generalizing Across Domains via Cross-Gradient Training

Shiv Shankar, Vihari Piratla, Soumen Chakrabarti +3

We present CROSSGRAD, a method to use multi-domain training data to learn a classifier that generalizes to new domains. CROSSGRAD does not need an adaptation phase via labeled or u…