2022
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection
NeurIPS 2022accept
Class-incremental learning (CIL) learns a classification model with training data of different classes arising progressively. Existing CIL either suffers from serious accuracy loss due to catastrophic forgetting, or invades data privacy by revisiting used exemplars. Inspired by learning of linear pr…