ICON decomposition: Multivariate concept auditing reveals shortcuts that neural networks rely on.

arXiv:2608.26083v5 Announce Type: replace-cross Abstract: Deep neural networks often exploit spurious associations, a failure known as shortcut learning. Before deployment, models should therefore be audited for reliance on concepts such as acquisition artifac