17 citations · 30 across the 6 of their papers we have counts for
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cs.LG2020★ 9 cited
Learning Adaptive Embedding Considering Incremental Class
Yang Yang, Zhen-Qiang Sun, HengShu Zhu +3
Class-Incremental Learning (CIL) aims to train a reliable model with the streaming data, which emerges unknown classes sequentially. Different from traditional closed set learning,…
cs.LG2020★ 2 cited
S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification
Yang Yang, Zhen-Qiang Sun, Hui Xiong +1
Open set classification (OSC) tackles the problem of determining whether the data are in-class or out-of-class during inference, when only provided with a set of in-class examples…