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Tony, ∗ They contributed equally to this work. Yue Zhao, Yujia Gong, Ruigang Liang, Shenchen Zhu, and Kai Chen are with the Institute of Information Engineering, Chinese Academy of Sciences. (e-mail: zhaoyue@iie.ac.cn; gongyujia@iie.ac.cn; liangruigang@iie.ac.cn; zhushenchen@iie.ac.cn; chenkai@iie.ac.cn) Xuejing Yuan is with the Beijing University of Posts and Telecommunications (e-mail: yuanxuejing@bupt.edu.cn). Wangjun Zhang is with the Guangzhou University (e-mail: wangjunzhang@e.gzhu.edu.cn)
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Achieve >97.5% of full-data VIT performance with only 16% of the data using ScalSelect, a surprisingly effective and scalable training-free data selection method.
