Mutual Information Preserving Back-propagation: Learn to Invert for Faithful Attribution

Huiqi Deng, Na Zou, Weifu Chen +3

Back propagation based visualizations have been proposed to interpret deep neural networks (DNNs), some of which produce interpretations with good visual quality. However, there ex…