Visual Question Answering with DeepProbLog Using Neuro-Symbolic AI

Comparing neuro-symbolic AI against a purely neural network-based approach on visual question-answering

This article focuses on Visual Question Answering, where a neuro-symbolic AI approach with a knowledge base is compared with a purely neural network-based approach. From the experiments, it follows that DeepProbLog, the framework used for the neuro-symbolic AI approach, is able to achieve the same accuracy as the pure neural network-based approach…