Metonymy in vision models undermines attention-based interpretability

Ananthu Aniraj, Cassio F. Dantas, Dino Ienco +2

Part-based reasoning is a classical strategy to make a computer vision model directly focus on the object parts that are relevant to the downstream task. In the context of deep lea…