Rchr
J-GLOBAL ID:202001000989405698   Update date: Jun. 25, 2022

Kera Hiroshi

ケラ ヒロシ | Kera Hiroshi
Affiliation and department:
Research field  (2): Computational science ,  Algebra
Research theme for competitive and other funds  (3):
  • 2020 - 2023 データドリブン計算代数幾何
  • 2020 - 2022 計算代数幾何に基づく深層学習モデルの理論と応用
  • 2017 - 2020 外れ値への頑健性および多目的最適化を導入した近似計算代数アルゴリズムの開発
Papers (9):
  • Nariki Tanaka, Hiroshi Kera, Kazuhiko Kawamoto. Adversarial Bone Length Attack on Action Recognition. Proceedings of the AAAI Conference on Artificial Intelligence, 2022. 2022
  • Kevin Richard G. Operiano, Wanchalerm Pora, Hitoshi Iba, Hiroshi Kera. Evolving Architectures With Gradient Misalignment Toward Low Adversarial Transferability. IEEE Access. 2021. 9. 164379-164393
  • Hiroshi Kera, Yoshihiko Hasegawa. Gradient Boosts the Approximate Vanishing Ideal. Proceedings of the AAAI Conference on Artificial Intelligence. 2019. 34. 04. 4428-4435
  • Hiroshi Kera, Yoshihiko Hasegawa. Spurious Vanishing Problem in Approximate Vanishing Ideal. IEEE Access. 2019. 7. 178961-178976
  • Hiroshi Kera, Yoshihiko Hasegawa. Approximate Vanishing Ideal via Data Knotting. Proceedings of the AAAI Conference on Artificial Intelligence. 2018. 32. 3399-3406
more...
MISC (4):
  • Kazuma Fujii, Hiroshi Kera, Kazuhiko Kawamoto. Adversarially Trained Object Detector for Unsupervised Domain Adaptation. 2021
  • Hiroshi Kera. Border Basis Computation with Gradient-Weighted Norm. 2021
  • Hiroshi Kera, Yoshihiko Hasegawa. Monomial-agnostic computation of vanishing ideals. 2021
  • Soichiro Kumano, Hiroshi Kera, Toshihiko Yamasaki. Sparse Fooling Images: Fooling Machine Perception through Unrecognizable Images. 2020
Work history (4):
  • 2021/04 - 現在 Chiba University Assistant Professor
  • 2021/06 - 2022/05 The University of Tokyo The Graduate School of Information Science and Technology Department of Information and Communication Engineering
  • 2020/04 - 2021/03 The University of Tokyo The Graduate School of Information Science and Technology Department of Information and Communication Engineering Project Researcher
  • 2017/04 - 2020/03 独立行政法人日本学術振興会 特別研究員(DC1)
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