AI outputs vary because confidence varies. Corroboration and entity optimization turn inconsistent AI visibility into consistent presence.

Abstract: The acyclic coloring problem, a specialized area within graph coloring, has numerous applications across diverse fields. It involves assigning colors to the vertices of a graph such that no ...

Abstract: In the modern era, Visual Question Answering (VQA) requires an intelligent method to together understand images and natural language queries, making one of the most challenging tasks at the ...