Search Results for author: Shuxia Lin

Found 2 papers, 1 papers with code

Learngene: Inheriting Condensed Knowledge from the Ancestry Model to Descendant Models

no code implementations3 May 2023 Qiufeng Wang, Xu Yang, Shuxia Lin, Jing Wang, Xin Geng

(i) Accumulating: the knowledge is accumulated during the continuous learning of an ancestry model.

Learngene: From Open-World to Your Learning Task

1 code implementation12 Jun 2021 Qiufeng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu

Moreover, the learngene, i. e., the gene for learning initialization rules of the target model, is proposed to inherit the meta-knowledge from the collective model and reconstruct a lightweight individual model on the target task.

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