Chihiro Noguchi

Department

• Knowledge Discovery Innovation Dept.,
  InfoTech Div.

Biography

• 2021-
  present

  Toyota Motor Corporation
  Engaging in research on image processing

• 2020

  Ph.D., Information Science and Technology, Tokyo Institute of Technology

• 2017

  M.A., Information Science and Technology, Tokyo Institute of Technology

• 2015

  B.A., Physics, Keio University

Publication List/Conference presentation

Publications

• Chihiro Noguchi, Toshiaki Ohgushi, Masao Yamanaka, "Road Obstacle Detection based on Unknown Objectness Scores", 2024 IEEE International Conference on Robotics and Automation (ICRA)

• Chihiro Noguchi, Shun Fukuda, Masao Yamanaka, “Scene Text Image Super-Resolution based on Text-Conditional Diffusion Models”, 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

• Chihiro Noguchi, Toshihiro Tanizawa, "Ego-Vehicle Action Recognition based on Semi-Supervised Contrastive Learning," 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

• Chihiro Noguchi, Tatsuro Kawamoto, "Fragility of spectral clustering for networks with an overlapping structure," Physical Review Research Vol. 2, 043101, 2020

• Chihiro Noguchi, Yoshiyuki Kabashima, "Approximate matrix completion based on cavity method," Journal of Physics A: Mathematical and Theoretical Vol. 52 pp. 424004(1-19), 2019

Others

• Tackling against the era of data localizations: Federated Learning Taskforce approaches, Woven by Toyota. Toyota Global Summit 2023