17 citations · 29 across the 17 of their papers we have counts for
7 papers · 1 filter
Plant-Inspired AI: Plants as Inspiration for Novel Problem Formulations, and Two Case Studies
Deepayan Sanyal, Joel Michelson, Carla E. Cao +2
Artificial Intelligence (AI) has long been inspired by studies of biological intelligence. Reinforcement learning, for instance, drew inspiration from studies involving animal lear…
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…
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…
A Neurodiversity-Inspired Solver for the Abstraction \& Reasoning Corpus (ARC) Using Visual Imagery and Program Synthesis
James Ainooson, Deepayan Sanyal, Joel P. Michelson +2
Core knowledge about physical objects -- e.g., their permanency, spatial transformations, and interactions -- is one of the most fundamental building blocks of biological intellige…
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…
Automatic Item Generation of Figural Analogy Problems: A Review and Outlook
Yuan Yang, Deepayan Sanyal, Joel Michelson +2
Figural analogy problems have long been a widely used format in human intelligence tests. In the past four decades, more and more research has investigated automatic item generatio…
Creative Captioning: An AI Grand Challenge Based on the Dixit Board Game
Maithilee Kunda, Irina Rabkina
We propose a new class of "grand challenge" AI problems that we call creative captioning---generating clever, interesting, or abstract captions for images, as well as understanding…