Scalable Class-Incremental Learning Based on Parametric Neural Collapse

Chuangxin Zhang, Guangfeng Lin, Enhui Zhao +2

Incremental learning often encounter challenges such as overfitting to new data and catastrophic forgetting of old data. Existing methods can effectively extend the model for new t…