1 code implementation • 23 Mar 2024 • Huiping Zhuang, Yizhu Chen, Di Fang, Run He, Kai Tong, Hongxin Wei, Ziqian Zeng, Cen Chen
The generalized CIL (GCIL) aims to address the CIL problem in a more real-world scenario, where incoming data have mixed data categories and unknown sample size distribution, leading to intensified forgetting.
no code implementations • 20 Mar 2024 • Run He, Huiping Zhuang, Di Fang, Yizhu Chen, Kai Tong, Cen Chen
The DS-BPT pretrains model in streams of both supervised learning and self-supervised contrastive learning (SSCL) for base knowledge extraction.