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Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning

Wang, WJ; Hu, YQ; Chen, QL; Zhang, Y

Zhang, Y (通讯作者),Zhejiang Univ, Hangzhou, Peoples R China.

2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, CVPR, 2023; (): 7776

Abstract

Parameter regularization or allocation methods are effective in overcoming catastrophic forgetting in lifelong learning. However, they solve all tasks......

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