88 citations · 166 across the 7 of their papers we have counts for
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cs.LG2021★ 18 cited
AFEC: Active Forgetting of Negative Transfer in Continual Learning
Liyuan Wang, Mingtian Zhang, Zhongfan Jia +5
Continual learning aims to learn a sequence of tasks from dynamic data distributions. Without accessing to the old training samples, knowledge transfer from the old tasks to each n…
cs.LG2021★ 2 cited
Few-shot Continual Learning: a Brain-inspired Approach
Liyuan Wang, Qian Li, Yi Zhong +1
It is an important yet challenging setting to continually learn new tasks from a few examples. Although numerous efforts have been devoted to either continual learning or few-shot…