Author

Di Fang

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#machine learning Aug 2024

AIR: Analytic Imbalance Rectifier for Continual Learning

An analytic imbalance rectifier (AIR) algorithm for real-world CL is proposed that addresses class imbalance with an analytic reweighting module (ARM) that calculates a reweighting factor for each class in the loss function to equalize total sample weights across classes.

Di Fang, Yinan Zhu, Run-Ze Fang et al. · arXiv.org · 12 citations · ⚡1