Xiaohua Xie

Neural Prediction Errors as a Unified Cue for Abstract Visual Reasoning

2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence

Humans exhibit remarkable abilities in recognizing relationships and performing complex reasoning. In contrast, deep neural networks have long been critiqued for their limitations in abstract visual reasoning (AVR), a key challenge in achieving artificial general …