Mohammad Rohban

Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models

"CLIP models have recently shown to exhibit Out of Distribution (OoD) generalization capabilities. However, Compositional Out of Distribution (C-OoD) generalization, which is a crucial aspect of a model’s ability to understand unseen compositions of known concepts, is relatively unexplored for the C…