Make it SING: Analyzing Semantic Invariants in Classifiers

Harel Yadid, Meir Yossef Levi, Roy Betser +1

All classifiers, including state-of-the-art vision models, possess invariants, partially rooted in the geometry of their linear mappings. These invariants, which reside in the null…