11 citations · 17 across the 4 of their papers we have counts for
Showing 2018Show all
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cs.LG2018★ 2 cited
Co-Representation Learning For Classification and Novel Class Detection via Deep Networks
Zhuoyi Wang, Zelun Kong, Hemeng Tao +2
One of the key challenges of performing label prediction over a data stream concerns with the emergence of instances belonging to unobserved class labels over time. Previously, thi…
cs.CV2018★ 4 cited
Adaptive Image Stream Classification via Convolutional Neural Network with Intrinsic Similarity Metrics
Yang Gao, Swarup Chandra, Zhuoyi Wang +1
When performing data classification over a stream of continuously occurring instances, a key challenge is to develop an open-world classifier that anticipates instances from an unk…