一项新任务：推导物理学的语义类别目标
天体物理仪器与方法
2022-10-28 v2 计算与语言
摘要
我们将推导语义类别目标定义为一项新颖的多模态任务。通过这样做，我们旨在改进物理学中可能严重抽象且令人困惑的分类方案。我们针对即将开展的射电天文学巡天探讨了这一任务，并给出了推导出的射电星系形态学语义类别目标。
引用
@article{arxiv.2210.14760,
title = {A New Task: Deriving Semantic Class Targets for the Physical Sciences},
author = {Micah Bowles and Hongming Tang and Eleni Vardoulaki and Emma L. Alexander and Yan Luo and Lawrence Rudnick and Mike Walmsley and Fiona Porter and Anna M. M. Scaife and Inigo Val Slijepcevic and Gary Segal},
journal= {arXiv preprint arXiv:2210.14760},
year = {2022}
}
备注
6 pages, 1 figure, Accepted at Fifth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2022), Neural Information Processing Systems 2022