no code implementations • 10 Dec 2023 • Boyu Shi, Shiyu Xia, Xu Yang, Haokun Chen, Zhiqiang Kou, Xin Geng
To overcome these challenges, motivated by the recently proposed Learngene framework, we propose a novel method called Learngene Pool.
no code implementations • 21 Mar 2023 • Zhiqiang Kou, Yuheng Jia, Jing Wang, Boyu Shi, Xin Geng
Existing LE approach have the following problems: (\textbf{i}) They use logical label to train mappings to LD, but the supervision information is too loose, which can lead to inaccurate model prediction; (\textbf{ii}) They ignore feature redundancy and use the collected features directly.
no code implementations • 25 Feb 2023 • Zhiqiang Kou, Yuheng Jia, Jing Wang, Xin Geng
The previous LDL methods all assumed the LDs of the training instances are accurate.