Benliu Qiu

CafeBoost: Causal Feature Boost to Eliminate Task-Induced Bias for Class Incremental Learning

2023

Continual learning requires a model to incrementally learn a sequence of tasks and aims to predict well on all the learned tasks so far, which notoriously suffers from the catastrophic forgetting problem. In this paper, …