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

Yi Sun, Xin Xu, Jian Li +3

It's challenging to balance the networks stability and plasticity in continual learning scenarios, considering stability suffers from the update of model and plasticity benefits fr…