no code implementations • 3 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.
1 code implementation • 12 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.