Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework

Gehui Shen, Shibo Jie, Ziheng Li +1

Continual learning requires the model to maintain the learned knowledge while learning from a non-i.i.d data stream continually. Due to the single-pass training setting, online con…