2 citations · 4 across the 4 of their papers we have counts for
4 papers
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 Computational Account Of Self-Supervised Visual Learning From Egocentric Object Play
Deepayan Sanyal, Joel Michelson, Yuan Yang +2
Research in child development has shown that embodied experience handling physical objects contributes to many cognitive abilities, including visual learning. One characteristic of…
Deep Non-Monotonic Reasoning for Visual Abstract Reasoning Tasks
Yuan Yang, Deepayan Sanyal, Joel Michelson +2
While achieving unmatched performance on many well-defined tasks, deep learning models have also been used to solve visual abstract reasoning tasks, which are relatively less well-…
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…