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researcher

Sho Tokui

2 papers hereh-index 6196 citations13 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.LG1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

most citedAn Experience Report on Regression-Free Repair of Deep Neural Network Model

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.SE2025★ 3 cited

An Experience Report on Regression-Free Repair of Deep Neural Network Model

Takao Nakagawa, Susumu Tokumoto, Shogo Tokui +1

Systems based on Deep Neural Networks (DNNs) are increasingly being used in industry. In the process of system operation, DNNs need to be updated in order to improve their performa…

cs.LG2022

NeuRecover: Regression-Controlled Repair of Deep Neural Networks with Training History

Shogo Tokui, Susumu Tokumoto, Akihito Yoshii +4

Systematic techniques to improve quality of deep neural networks (DNNs) are critical given the increasing demand for practical applications including safety-critical ones. The key…

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