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researcher

Soichiro Kumano

The University of Tokyo

11 papers hereh-index 332 citations13 works total

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

author position
  • sole author1
  • first author6
  • middle author4

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • cs.LG5
affiliations
  • The University of Tokyo
Homepage

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedTheoretical Understanding of Learning from Adversarial Perturbations

1 citations · 2 across the 10 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.CV2020

Are DNNs fooled by extremely unrecognizable images?

Soichiro Kumano, Hiroshi Kera, Toshihiko Yamasaki

Fooling images are a potential threat to deep neural networks (DNNs). These images are not recognizable to humans as natural objects, such as dogs and cats, but are misclassified b…

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