Bias Mitigating Few-Shot Class-Incremental Learning

no code implementations • 1 Feb 2024 • Li-Jun Zhao, Zhen-Duo Chen, Zi-Chao Zhang, Xin Luo, Xin-Shun Xu

Some recent methods somewhat alleviate the accuracy imbalance between base and incremental classes by fine-tuning the feature extractor in the incremental sessions, but they further cause the accuracy imbalance between past and current incremental classes.

Few-Shot Class-Incremental Learning Incremental Learning