Online Analytic Exemplar-Free Continual Learning with Large Models for Imbalanced Autonomous Driving Task

Huiping Zhuang, Di Fang, Kai Tong +4

In autonomous driving, even a meticulously trained model can encounter failures when facing unfamiliar scenarios. One of these scenarios can be formulated as an online continual le…