Uncertainty-Aware Attention for Reliable Interpretation and Prediction

Jay Heo, Hae Beom Lee, Saehoon Kim +4

Attention mechanism is effective in both focusing the deep learning models on relevant features and interpreting them. However, attentions may be unreliable since the networks that…