Attribution Upsampling should Redistribute, Not Interpolate

Vincenzo Buono, Peyman Sheikholharam Mashhadi, Mahmoud Rahat +2

Attribution methods in explainable AI rely on upsampling techniques that were designed for natural images, not saliency maps. Standard bilinear and bicubic interpolation systematic…