
Imbalanced data poses challenges in class-incremental learning, addressed by reweighting gradients for balanced optimization and unbiased classifier learning.


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gradient-reweighting-addressing-imbalanced-class-incremental-learning-challenges


Gradient Reweighting: Addressing Imbalanced Class-Incremental Learning Challenges


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The author addresses the challenges of imbalanced class-incremental learning by proposing a gradient reweighting method to balance optimization and prevent catastrophic forgetting.


Addressing-Imbalanced-Class-Incremental-Learning-with-Gradient-Reweighting


Addressing Imbalanced Class-Incremental Learning with Gradient Reweighting
