Continual Learning through Networks Splitting and Merging with Dreaming-Meta-Weighted Model Fusion

no code implementations • 12 Dec 2023 • Yi Sun, Xin Xu, Jian Li, Guanglei Xie, Yifei Shi, Qiang Fang

Differently, we propose a continual learning method named Split2MetaFusion which can achieve better trade-off by employing a two-stage strategy: splitting and meta-weighted fusion.

Continual Learning