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Abstract visual reasoning based on algebraic methods

IntroductionThe extraction of low-dimensional abstract features from complex high-dimensional data constitutes the essence of human intelligence. Humans perceive the world by discerning individual objects, relationships between objects, and higher-order abstract patterns. Mimicking this human capability stands at the core of artificial intelligence research. Abstract visual reasoning entails uncovering abstract patterns embedded within composite images and extending them to novel inputs, showcas...

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