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CogFlow: Bridging Perception and Reasoning through Knowledge Internalization for Visual Mathematical Problem Solving

Intermediate

Shuhang Chen, Yunqiu Xu et al.Jan 5arXiv

This paper teaches AI to solve diagram-based math problems by copying how people think: first see (perception), then make sense of what you saw (internalization), and finally reason (solve the problem).

#visual mathematical reasoning#multimodal large language models#perception-reasoning alignment

Papers1

CogFlow: Bridging Perception and Reasoning through Knowledge Internalization for Visual Mathematical Problem Solving