Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task

Maya Okawa, Ekdeep Singh Lubana, Robert P. Dick +1

Modern generative models exhibit unprecedented capabilities to generate extremely realistic data. However, given the inherent compositionality of the real world, reliable use of th…