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institution

Oki Electric Industry (Japan)

Japan

6 papers here60 citations across 6
fields
  • cs.CV1
  • cs.ET1
  • cs.RO1
  • cs.SD1
  • math.CO1
  • stat.ML1
ROR 0503rt987OpenAlex

affiliations via OpenAlex

output
20182026
most citedPCAS: Pruning Channels with Attention Statistics for Deep Network Compression

36 citations

researchers with a paper here
  • Kohei Yamamoto2 profiles3 · h 3
  • E. Kawase1 · h 3
  • H. Tamai1 · h 3
  • Jimpei Shimoyoshi1 · h 1
  • Kosuke Okusa1 · h 5
  • Kurato Maeno1 · h 7
  • Masayuki Ishii1 · h 2
  • M. Itoh1 · h 8
  • Shuta Kikuchi1 · h 5
  • Shu Tanaka1 · h 3
  • Takahiro Ito1 · h 8
  • T. Hashimoto1 · h 10
collaborating institutions
  • Chuo UniversityJP1 paper
  • Kagoshima UniversityJP1 paper
  • Kanagawa Institute of TechnologyJP1 paper
  • Keio UniversityJP1 paper
  • Tokyo University of ScienceJP1 paper
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2018★ 36 cited

PCAS: Pruning Channels with Attention Statistics for Deep Network Compression

Kohei Yamamoto, Kurato Maeno

Compression techniques for deep neural networks are important for implementing them on small embedded devices. In particular, channel-pruning is a useful technique for realizing co…

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