Abstract: Image denoising is a critical problem in industrial information applications since noisy images can have adverse effects on the performance of many industrial tasks. Currently, Transformer ...
Abstract: This paper investigates a GraphRAG framework that integrates knowledge graphs into the Retrieval-Augmented Generation (RAG) architecture to enhance networking applications. While RAG has ...
The model is composed by three main components: the generative model (VRNN) and two graph neural networks. The first graph network operates on agents' goals, expressed as specific areas of the ...
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