2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2022
Correlation of the importances of neural network weights calculated by modern methods of overcoming catastrophic forgetting
Alexey Kutalev
Following the invention in 2017 of the EWC method, several methods have been proposed to calculate the importance of neural network weights for use in the EWC method. Despite the s…
cs.LG2021★ 2 cited
Stabilizing Elastic Weight Consolidation method in practical ML tasks and using weight importances for neural network pruning
Alexey Kutalev, Alisa Lapina
This paper is devoted to the features of the practical application of the Elastic Weight Consolidation (EWC) method for continual learning of neural networks on several training se…