21 citations · 50 across the 18 of their papers we have counts for
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cs.LG2019★ 2 cited
PixelHop: A Successive Subspace Learning (SSL) Method for Object Classification
Yueru Chen, C. -C. Jay Kuo
A new machine learning methodology, called successive subspace learning (SSL), is introduced in this work. SSL contains four key ingredients: 1) successive near-to-far neighborhood…
cs.LG2018★ 5 cited
Analysis on Gradient Propagation in Batch Normalized Residual Networks
Abhishek Panigrahi, Yueru Chen, C. -C. Jay Kuo
We conduct mathematical analysis on the effect of batch normalization (BN) on gradient backpropogation in residual network training, which is believed to play a critical role in ad…