Web: http://arxiv.org/abs/2205.11798

June 16, 2022, 1:13 a.m. | Jiachen Li, Ye Yuan, Hong-Bin Shen

cs.CV updates on arXiv.org arxiv.org

Symbolic Regression (SR) is a type of regression analysis to automatically
find the mathematical expression that best fits the data. Currently, SR still
basically relies on various searching strategies so that a sample-specific
model is required to be optimized for every expression, which significantly
limits the model's generalization and efficiency. Inspired by the fact that
human beings can infer a mathematical expression based on the curve of it, we
propose Symbolic Expression Transformer (SET), a sample-agnostic model from the
perspective …

arxiv computer computer vision cv regression transformer vision

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