Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks

Aya Abdelsalam Ismail, Mohamed Gunady, Luiz Pessoa +2

Recent efforts to improve the interpretability of deep neural networks use saliency to characterize the importance of input features to predictions made by models. Work on interpre…