8 citations · 20 across the 16 of their papers we have counts for
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cs.LG2019★ 2 cited
Neuron ranking -- an informed way to condense convolutional neural networks architecture
Kamil Adamczewski, Mijung Park
Convolutional neural networks (CNNs) in recent years have made a dramatic impact in science, technology and industry, yet the theoretical mechanism of CNN architecture design remai…
stat.ML2019★ 8 cited
Radial and Directional Posteriors for Bayesian Neural Networks
Changyong Oh, Kamil Adamczewski, Mijung Park
We propose a new variational family for Bayesian neural networks. We decompose the variational posterior into two components, where the radial component captures the strength of ea…