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Hongzhi You

2 accepted papers

2023

Neural Prediction Errors enable Analogical Visual Reasoning in Human Standard Intelligence Tests

ICML 2023poster

Deep neural networks have long been criticized for lacking the ability to perform analogical visual reasoning. Here, we propose a neural network model to solve Raven's Progressive Matrices (RPM) - one of the standard intelligence tests in human psychology. Specifically, we design a reasoning block b…

2023

RuleMatch: Matching Abstract Rules for Semi-supervised Learning of Human Standard Intelligence Tests

IJCAI 2023poster

Raven's Progressive Matrices (RPM), one of the standard intelligence tests in human psychology, has recently emerged as a powerful tool for studying abstract visual reasoning (AVR) abilities in machines. Although existing computational models for RPM problems achieve good performance, they require a…