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Researcher DataBase - Personal Information : NOMURA Yuhichiro

NOMURA Yuhichiro
Assistant Professor
College of Informatics - Division of Computer Science
Faculty of Informatics - Department of Computer Science Graduate School of Integrated Science and Technology　Department of Informatics - Informatics Course


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Last updated : 2025/10/24 17:23:37

Basic information on teaching staff

【Degrees earned】
PhD (Informatics and Data Science) 　Hiroshima University 　 2023/3
【research area】
Informatics - Intelligent informatics
【Academic societies you belong to】
・Information Processing Society of Japan
・Institute of Electronics, Information and Communication Engineers
 

Research information

【Papers, etc.】
[1]. Non linear dimensionality reduction with q-Gaussian distribution
Pattern Analysis and Application 27/1 1-1 (2024) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] co-author
[Author] Abe Motoshi, Yuichiro Nomura, Takio Kurita [DOI]
[2]. Data Expansion Approach with Attention Mechanism for Learning with Noisy Labels
International Journal on Artificial Intelligence Tools Vol.32/No.01 - (2023) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yuichiro Nomura, Takio Kurita [DOI]
[3]. Sample selection approach with number of false predictions for learning with noisy labels
IEICE TRANSACTIONS on Information and Systems Vol.E105-D/No.10 1759-1768 (2022) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yuichiro Nomura, Takio Kurita
[4]. Summary of Works on Image Classification with Noisy Labels
In Proceedings of the 2022 International Power Electronics Conference (IPEC-Himeji 2022-ECCE Asia) / 1120-1124 (2022) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yuichiro Nomura, Takio Kurita
[5]. Consistency Regularization on Clean Samples for Learning with Noisy Labels
IEICE TRANSACTIONS on Information and Systems Vol.E105-D/No.2 387-395 (2022) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yuichiro Nomura, Takio Kurita
【Academic conference/research presentations】
[1]. 病理画像セグメンテーションモデルにおけるラベルノイズの影響
第113回日本病理学会総会 （2024/3/） other
[Presenter]原田健司、野村祐一郎
[2]. 拡散モデルを用いた画像データ拡張によるメロン等級判定モデルの提案
情報処理学会第86回全国大会 （2024/3/） other
[Presenter]海老沢源，島田拓人，平原健太郎，小池　誠，小川　晋，野村祐一郎，峰野博史
[3]. 合成画像を入力としたPix2Pixモデルによるセグメンテーション画像拡張手法の提案
情報処理学会第86回全国大会 （2024/3/） other
[Presenter]中根睦仁，平原健太郎，黒田剛士，岩城洋平，内海智仁，野村祐一郎，峰野博史
[4]. NexmonによるCSIを用いた人物通過検出システムに関する研究
情報処理学会第86回全国大会 （2024/3/） other
[Presenter]原田海斗，寺本京祐，野村祐一郎，峰野博史
[5]. NexmonによるCSIベースのスマートデバイス状態推定
DEIM2024第16回データ工学と情報マネジメントに関するフォーラム （2024/3/） other
[Presenter]原田海斗、寺本京祐、野村祐一郎、峰野博史
【Grants-in-aid for Scientific Research 】
[1]. 不正確な教師信号のある学習を補助する外部知識の導入に関する研究 （ 2024/4 ～ 2026/3 ） Early-Career Scientists leader

[2]. Human Feedbackによる頑健な学習のためのラベル訂正に関する研究 （ 2023/9 ～ 2025/3 ） Grant-in-Aid for Research Activity Start-up leader

Education related information

【Courses being taught this academic year】
[1]. Faculty Course プログラミング入門 （2025(FY) - first semester )
[Notes] 副担当
[2]. Faculty Course 機械学習 （2025(FY) - first semester )
[Notes] 副担当
[3]. Faculty Course 人工知能概論 （2025(FY) - second semester )
[Notes] 副担当
[4]. Faculty Course 人工知能概論 （2025(FY) - second semester )
[Notes] 副担当
[5]. Faculty Course 領域情報学概論 （2025(FY) - first semester )
[Notes] 副担当

Contributions to society

International contributions

Others