Create and Find Flatness: Building Flat Training Spaces in Advance for Continual Learning

Wenhang Shi, Yiren Chen, Zhe Zhao +3

Catastrophic forgetting remains a critical challenge in the field of continual learning, where neural networks struggle to retain prior knowledge while assimilating new information…