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20182021
most citedUnifying and Merging Well-trained Deep Neural Networks for Inference Stage

6 citations · 6 across the 4 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.IR2018

Learning to Index for Nearest Neighbor Search

Chih-Yi Chiu, Amorntip Prayoonwong, Yin-Chih Liao

In this study, we present a novel ranking model based on learning neighborhood relationships embedded in the index space. Given a query point, conventional approximate nearest neig…

cs.CV2018★ 6 cited

Unifying and Merging Well-trained Deep Neural Networks for Inference Stage

Yi-Min Chou, Yi-Ming Chan, Jia-Hong Lee +2

We propose a novel method to merge convolutional neural-nets for the inference stage. Given two well-trained networks that may have different architectures that handle different ta…