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researcher

Soma Minami

2 papers hereh-index 216 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV2

identity via Semantic Scholar / OpenAlex

most citedDeep Ensemble Collaborative Learning by using Knowledge-transfer Graph for Fine-grained Object Classification

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CV2021★ 1 cited

Deep Ensemble Collaborative Learning by using Knowledge-transfer Graph for Fine-grained Object Classification

Naoki Okamoto, Soma Minami, Tsubasa Hirakawa +2

Mutual learning, in which multiple networks learn by sharing their knowledge, improves the performance of each network. However, the performance of ensembles of networks that have…

cs.CV2019

Knowledge Transfer Graph for Deep Collaborative Learning

Soma Minami, Tsubasa Hirakawa, Takayoshi Yamashita +1

Knowledge transfer among multiple networks using their outputs or intermediate activations have evolved through extensive manual design from a simple teacher-student approach (know…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.