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20232026
most citedCITADEL: Context Similarity Based Deep Learning Framework Bug Finding

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cs.LG2023

CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement

Xuanqi Gao, Juan Zhai, Shiqing Ma +3

Due to the model aging problem, Deep Neural Networks (DNNs) need updates to adjust them to new data distributions. The common practice leverages incremental learning (IL), e.g., Cl…