Spatial Attention Noise Masking for Causally Sufficient Interpretability

Benjamin Formby, Kuang-Ching Wang, D Hudson Smith

We present a novel causal approach to interpretability for computer vision models that dynamically masks the input image prior to classification. The interpretability of deep learn…