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J-GLOBAL ID:201101069474935716   Update date: Apr. 15, 2025

Kawamoto Kazuhiko

Kawamoto Kazuhiko
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Affiliation and department:
Job title: Professor
Homepage URL  (2): https://www.kawa-lab.org/https://www.kawa-lab.org/en/
Research field  (3): Intelligent informatics ,  Intelligent robotics ,  Perceptual information processing
Research keywords  (3): Deep Learning ,  Machine Learning ,  Computer Vision
Research theme for competitive and other funds  (12):
  • 2022 - 2026 Adversarial design in deep learning
  • 2023 - 2025 The Research Study on Deep Defense Systems for Robust IoT and AI
  • 2019 - 2022 Development of Deep State Space Modeling for Video Understanding
  • 2016 - 2020 Spatiotemporal modeling for group behavior analysis
  • 2013 - 2017 Spatiotemporal data mining for group behavior analysis in indoors
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Papers (139):
  • Xiying Dong, Hiroshi Kera, Kazuhiko Kawamoto. Vulnerability Verification in Robot Control Using Decision Transformer. Communications in Computer and Information Science. 2025. 2466. 249-261
  • Tsuyoshi Takano, Hiroshi Kera, Kazuhiko Kawamoto. Robustness Verification of Decision Transformer with Varying Noise-Augmented Data Ratios in Atari Games. Communications in Computer and Information Science. 2025. 2466. 262-273
  • Ayumu Ueyama, Kazuhiko Kawamoto, Hiroshi Kera. VarteX: Enhancing Weather Forecast through Distributed Variable Representation. Workshop on Machine Learning for Earth System Modeling in conjenction with International Conference on Machine Learning (ICML). 2024
  • Kosuke Sumiyasu, Kazuhiko Kawamoto, Hiroshi Kera. Identifying Important Group of Pixels using Interactions. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2024. 6017-6026
  • Yusuke Marumo, Kazuhiko Kawamoto, Hiroshi Kera. Matching Non-Identical Animals in the Wild. CV4Animals Workshop in conjunction with CVPR. 2024
more...
MISC (237):
  • Ru Ito, Supatta Viriyavisuthisakul, Kazuhiko Kawamoto, Hiroshi Kera. Undertrained Image Reconstruction for Realistic Degradation in Blind Image Super-Resolution. arXiv:2503.02767. 2025
  • Shingo Ayabe, Takuto Otomo, Hiroshi Kera, Kazuhiko Kawamoto. Robustness Evaluation of Offline Reinforcement Learning for Robot Control Against Action Perturbations. arXiv:2412.18781. 2024
  • Takuma Fukuda, Hiroshi Kera, Kazuhiko Kawamoto. Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning. arXiv:2412.18219. 2024
  • 富上 由基, 福井 康弘, 山室 隼都, 渡邊 正人, 山本 貴士, 山中 一希, 荒嶋 泰舟, 計良 宥志, 川本 一彦, 河野 健治. 配送ロボット向け歩行者軌道予測センシングシステムの開発と検証. ビジョン技術の実利用ワークショップ. 2024. 1-8
  • Toshinori Yamauchi, Hiroshi Kera, Kazuhiko Kawamoto. Explaining Object Detectors via Collective Contribution of Pixels. arXiv:2412.00666. 2024
more...
Patents (1):
Lectures and oral presentations  (42):
  • FAST: Fourier Analytics-based Selective Test-time Adaptation
    (PNU-CU Joint Workshop 2025)
  • Undertrained Image Reconstruction Model for Blind Image Super-Resolution
    (PNU-CU Joint Workshop 2025)
  • Task Arithmetic with LoRA for Multi-Task Adaptation in Pre-trained Models
    (The 27th Information-Based Induction Sciences Workshop 2024)
  • VarteX: Enhancing Weather Forecast through Distributed Variable Representation
    (International Symposium on Weather Controllability 2024)
  • On the Vertical and Horizontal Weather Components in AI-based Forecasting
    (International Symposium on Weather Controllability 2024)
more...
Education (3):
  • 1999 - 2002 Chiba University Graduate School of Natural Sciences
  • 1997 - 1999 Chiba University Graduate School of Natural Sciences
  • 1993 - 1997 Chiba University Faculty of Engineering Dept. of Information Engineering
Professional career (1):
  • Ph.D. (Engineering) (Chiba University)
Work history (11):
  • 2024/04 - 現在 Chiba University Graduate School of Informatics Professor
  • 2023/04 - 現在 Chiba University Digital Transformation Enhancement Council (CUDTEC), Data Science Division Cross-appointed Professor
  • 2018/02 - 2024/03 Chiba University Graduate School of Engineering Professor
  • 2018/02 - 2023/03 Chiba University Institute of Management and Information Technologies Cross-appointed Professor
  • 2017/04 - 2018/01 Chiba University Graduate School of Engineering Associate Professor
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Committee career (80):
  • 2023/06 - 現在 Japan Society for Fuzzy Theory and Intelligent Informatics Councilor
  • 2021/03 - 現在 Institute of Electronics, Information and Communication Engineers (IEICE) Guest Associate Editors for Special Section on Human Communication
  • 2016/04 - 現在 Dynamical Systems's State Estimation with Learning from Data and its Applications Vice President
  • 2009/06 - 現在 Associate Editor
  • 2009/04 - 現在 Japan Society for Fuzzy Theory and Intelligent Informatics Editorial Board Member
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Awards (25):
  • 2024/11 - ISCIIA&ITCA2024 Best Paper Award Vulnerability Verification in Robot Control Using Decision Transformer
  • 2024/11 - ISCIIA&ITCA2024 Outstanding Organizing Award Recognition of outstanding work
  • 2024/08 - 画像の認識・理解シンポジウム実行委員会 MIRUインタラクティブ発表賞 敵対的摂動に頑健なPositive-Unlabeled学習
  • 2023/11 - JACIII Editorial Office JACIII Outstanding Reviewer Award
  • 2023/09 - Japan Society for Fuzzy Theory and Intelligent Informatics Activity Contribution Award
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Association Membership(s) (5):
The Japanese Society for Artificial Intelligence (JSAI) ,  Institute of Electrical and Electronics Engineers (IEEE) ,  Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT) ,  Information Processing Society of Japan (IPSJ) ,  The Institute of Electronics, Information and Communication Engineers (IEICE)
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