Saliency Suppressed, Semantics Surfaced: Visual Transformations in Neural Networks and the Brain

Gustaw Opiełka, Jessica Loke, Steven Scholte

Deep learning algorithms lack human-interpretable accounts of how they transform raw visual input into a robust semantic understanding, which impedes comparisons between different…