Learning Differentiable Logic Programs for Abstract Visual Reasoning

1 code implementation • 3 Jul 2023 • Hikaru Shindo, Viktor Pfanschilling, Devendra Singh Dhami, Kristian Kersting

However, due to the memory intensity, most existing approaches do not bring the best of the expressivity of first-order logic, excluding a crucial ability to solve abstract visual reasoning, where agents need to perform reasoning by using analogies on abstract concepts in different scenarios.

Program induction Visual Reasoning