2 citations · 9 across the 8 of their papers we have counts for
5 papers · 1 filter
A Cognitively-Inspired Neural Architecture for Visual Abstract Reasoning Using Contrastive Perceptual and Conceptual Processing
Yuan Yang, Deepayan Sanyal, James Ainooson +3
We introduce a new neural architecture for solving visual abstract reasoning tasks inspired by human cognition, specifically by observations that human abstract reasoning often int…
A Categorical Framework of General Intelligence
Yang Yuan
Can machines think? Since Alan Turing asked this question in 1950, nobody is able to give a direct answer, due to the lack of solid mathematical foundations for general intelligenc…
Succinct Representations for Concepts
Yang Yuan
Foundation models like chatGPT have demonstrated remarkable performance on various tasks. However, for many questions, they may produce false answers that look accurate. How do we…
Computational Models of Solving Raven's Progressive Matrices: A Comprehensive Introduction
Yuan Yang, Mathilee Kunda
As being widely used to measure human intelligence, Raven's Progressive Matrices (RPM) tests also pose a great challenge for AI systems. There is a long line of computational model…
Visual-Imagery-Based Analogical Construction in Geometric Matrix Reasoning Task
Yuan Yang, Keith McGreggor, Maithilee Kunda
Raven's Progressive Matrices is a family of classical intelligence tests that have been widely used in both research and clinical settings. There have been many exciting efforts in…