31 citations · 70 across the 8 of their papers we have counts for
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cs.NE2018★ 31 cited
On the Decision Boundary of Deep Neural Networks
Yu Li, Lizhong Ding, Xin Gao
While deep learning models and techniques have achieved great empirical success, our understanding of the source of success in many aspects remains very limited. In an attempt to b…
cs.NE2018★ 26 cited
SupportNet: solving catastrophic forgetting in class incremental learning with support data
Yu Li, Zhongxiao Li, Lizhong Ding +5
A plain well-trained deep learning model often does not have the ability to learn new knowledge without forgetting the previously learned knowledge, which is known as catastrophic…