UniMERNet: A Universal Network for Real-World Mathematical Expression Recognition

Published in CVPR 2026, 2025

Recommended citation: Zhuangcheng Gu, Guang Liang, Bin Wang, Chao Xu, Bo Zhang, Botian Shi, Conghui He. UniMERNet: A Universal Network for Real-World Mathematical Expression Recognition. CVPR 2026. https://arxiv.org/abs/2404.15254

Proposes a universal real-world mathematical expression recognition network that achieves high-precision formula parsing and recognition in various complex scenarios. As co-first author, designed the model architecture and ran most of the experiments. Introduced the R-S attention mechanism as a core architectural innovation.

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