Brain-inspired continual pre-trained learner via silent synaptic consolidation

Xuming Ran, Juntao Yao, Yusong Wang +2

Pre-trained models have demonstrated impressive generalization capabilities, yet they remain vulnerable to catastrophic forgetting when incrementally trained on new tasks. Existing…