Causal Graphical Models for Vision-Language Compositional Understanding

Fiorenzo Parascandolo, Nicholas Moratelli, Enver Sangineto +2

Recent work has empirically shown that Vision-Language Models (VLMs) struggle to fully understand the compositional properties of the human language, usually modeling an image capt…