Vision Language Model, Knowledge Graph, Generative Model.
how certain Knowledge Graph Embedding (KGE) models, like COMPLEX, CP, RESCAL, and TUCKER, can be adapted into effective generative models for triples. These models’ scoring functions can be represented as circuits (highlighted in lilac). To convert these into valid probabilistic circuits (PC, shown