CB-RISE: Improving the RISE Interpretability Method Through Convergence Detection and Blurred Perturbations

Conference paper

This paper enhances the RISE algorithm for image interpretation by introducing C-RISE, which reduces computation time, and CB-RISE, which uses blurred masks instead of black patches. These improvements lead to better heatmap quality and a speedup of about three times.