Anomalous behaviour in loss-gradient based interpretability methods

Vinod Subramanian, Siddharth Gururani, Emmanouil Benetos +1

Loss-gradients are used to interpret the decision making process of deep learning models. In this work, we evaluate loss-gradient based attribution methods by occluding parts of th…