Oct, 2023
克服连续学习中规范化统计的新陈代谢偏见:平衡和适应
Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation
Yilin Lyu, Liyuan Wang, Xingxing Zhang, Zicheng Sun, Hang Su...
TL;DR持续学习在深度神经网络中的应用及其在适应性平衡方面的理论分析。通过提出适应性平衡的批归一化策略 (AdaB2N),在各种基准测试中显著提高了性能。