Rchr
J-GLOBAL ID:201101069474935716   Update date: Dec. 09, 2024

Kawamoto Kazuhiko

Kawamoto Kazuhiko
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 (137):
  • 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
  • Katsuya KOSUKEGAWA, Kazuhiko KAWAMOTO. Long Short-Team Memory for Forecasting Degradation Recovery Process with Binary Maintenance Intervention Records. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. 2024. E107-A. 4. 666-669
  • Nariki Tanaka, Hiroshi Kera, Kazuhiko Kawamoto. Fourier analysis on robustness of graph convolutional neural networks for skeleton-based action recognition. Computer Vision and Image Understanding. 2024. 240. 103936
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MISC (234):
  • 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
  • Tsuyoshi Takano, Hiroshi Kera, Kazuhiko Kawamoto. Improving Atari Game AI Performance via Data Augmentation in Offline Reinforcement Learning. Proc. of the 29th Game Programming Workshop. 2024. 187-191
  • Tomoyasu Nanaumi, Kazuhiko Kawamoto, Hiroshi Kera. Low-Quality Image Detection by Hierarchical VAE. arXiv:2408.10885. 2024
  • Kosuke Sumiyasu, Kazuhiko Kawamoto, Hiroshi Kera. Identifying Important Group of Pixels using Interactions. 第27回画像の認識・理解シンポジウム. 2024
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Patents (1):
Lectures and oral presentations  (40):
  • 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)
  • AIとは?:画像認識の仕組み
    (千葉市科学館大人が楽しむ科学教室 2024)
  • Adversarial Design for Deep Learning
    (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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