Rchr
J-GLOBAL ID：202301021065047182
Update date: Nov. 20, 2025
NOMURA Yuhichiro
ノムラ ユウイチロウ | NOMURA Yuhichiro
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Affiliation and department：
Shizuoka University Faculty of Informatics
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Detailed information
Job title：
Assistant Professor
Research field (1)：
Intelligent informatics
Research theme for competitive and other funds (4)：
2025 - 2029 Realization of spatiotemporal generative data augmentation and elucidation of model collapse conditions
2024 - 2027 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 - 2026 Keypoint検出を用いた特異な昆虫行動追跡による個体識別の実現
2023 - 2025 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
Papers (11)：
Kenji Harada, Yuichiro Nomura, Daisuke Komura, Shumpei Ishikawa, Shingo Sakashita. Label Noise in Pathological Segmentation is Overlooked, Leading to Potential Overestimation of Artificial Intelligence Models. 2025
Hirahara, K., Nakane, C., Ebisawa, H., Kuroda, T., Iwaki, Y., Utsumi, T., Nomura, Y., Koike, M., Mineno, H. D4: Text-guided diffusion model-based domain adaptive data augmentation for vineyard shoot detection. Computers and Electronics in Agriculture. 2025. 230
Abe, M., Nomura, Y., Kurita, T. Nonlinear dimensionality reduction with q-Gaussian distribution. Pattern Analysis and Applications. 2024. 27. 1
Yuichiro Nomura, Takio Kurita. Data Expansion Approach with Attention Mechanism for Learning with Noisy Labels. Int. J. Artif. Intell. Tools. 2023. 32. 1. 2350027-19
Yuichiro Nomura, Takio Kurita. Sample Selection Approach with Number of False Predictions for Learning with Noisy Labels. IEICE Transactions on Information & Systems. 2022. 105-D. 10. 1759-1768
ｍore...
Education (3)：
2020 - 2023 広島大学大学院 先進理工系科学研究科 先進理工系科学専攻
2018 - 2020 九州大学大学院 システム情報科学府 情報学専攻
2013 - 2017 University of Toronto Faculty of Arts and Science
Professional career (2)：
博士(情報科学) (広島大学)
修士(情報科学) (九州大学)
Work history (1)：
2023/04 - 現在 静岡大学情報学部 助教
Association Membership(s) (2)：
情報処理学会
, 電子情報通信学会
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