Lifelong Learning with Searchable Extension Units

Wenjin Wang, Yunqing Hu, Yin Zhang

Lifelong learning remains an open problem. One of its main difficulties is catastrophic forgetting. Many dynamic expansion approaches have been proposed to address this problem, bu…