Before revision:  Instead of producing a coarse localization map highlighting the important predictive regions in the image, our method outputs the specific shape that most contributes to the model output.
After revision:  Instead of producing a coarse localization map that highlights the important predictive regions in the image, our method outputs the specific shape that most contributes to the model output.