780 citations · 986 across the 36 of their papers we have counts for
Showing cs.AIShow all
3 papers · 1 filter
cs.AI2024
Towards Generative Abstract Reasoning: Completing Raven's Progressive Matrix via Rule Abstraction and Selection
Fan Shi, Bin Li, Xiangyang Xue
Endowing machines with abstract reasoning ability has been a long-term research topic in artificial intelligence. Raven's Progressive Matrix (RPM) is widely used to probe abstract…
cs.AI2023
Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems
Fan Shi, Bin Li, Xiangyang Xue
The abstract visual reasoning ability in human intelligence benefits discovering underlying rules in the novel environment. Raven's Progressive Matrix (RPM) is a classic test to re…
cs.AI2021
Raven's Progressive Matrices Completion with Latent Gaussian Process Priors
Fan Shi, Bin Li, Xiangyang Xue
Abstract reasoning ability is fundamental to human intelligence. It enables humans to uncover relations among abstract concepts and further deduce implicit rules from the relations…