Before revision:  We then introduce an adversarial training method that makes DNNs robust to small input noise, and use these evaluations to demonstrate that it greatly improves interpretability.
After revision:  We then introduce an adversarial training method that makes DNNs robust to small input noise, and use these evaluations to demonstrate that it measurably improves interpretability.