no code implementations • 9 Apr 2023 • Xuanqi Gao, Juan Zhai, Shiqing Ma, Chao Shen, Yufei Chen, Shiwei Wang
The common practice leverages incremental learning (IL), e. g., Class-based Incremental Learning (CIL) that updates output labels, to update the model with new data and a limited number of old data.
1 code implementation • 6 Apr 2022 • Xuanqi Gao, Juan Zhai, Shiqing Ma, Chao Shen, Yufei Chen, Qian Wang
To solve this issue, there has been a number of work trying to improve model fairness by using an adversarial game in model level.