NeuroSymbolic

A remarkable new AI system called AlphaGeometry recently solved difficult high school-level math problems that stump most humans. By…Continue reading on Towards Data Science » A remarkable new AI system called AlphaGeometry recently solved difficult high school-level math problems that stump most humans. By…Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In…

Comparing neuro-symbolic AI against a purely neural network-based approach on visual question-answeringThis 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 with almost 200 times less iterations. Clearly, the training is much more…