Yutaro Shigeto

I am a chief research scientist at STAIR Lab, Chiba Institute of Technology. I also work as a visiting scientist at Knowledge Acquisition Team, Riken AIP. I received my PhD in 2017 from Nara Institute of Science and Technology.

[STAIR Lab | Riken AIP Knowledge Acquisition Team]

Research Interests

• Self-supervised learning (CVPR2023)
• Zero-shot learning (ECML/PKDD2015)
• Metric learning (PAKDD2017)

Selected Publications

Learning Decorrelated Representations Efficiently Using Fast Fourier Transform

Yutaro Shigeto, Masashi Shimbo, Yuya Yoshikawa, and Akikazu Takeuchi
CVPR 2023 [arXiv]

A Fast and Easy Regression Technique for k-NN Classification Without Using Negative Pairs

Yutaro Shigeto, Masashi Shimbo, and Yuji Matsumoto
PAKDD 2017 [arXiv]

Ridge Regression, Hubness, and Zero-Shot Learning

Yutaro Shigeto, Ikumi Suzuki, Kazuo Hara, Masashi Shimbo, and Yuji Matsumoto
ECML/PKDD 2015 [paper | arXiv | slides | poster | code] Runner-up for the best student paper

See Google Scholar or Semantic Scholar for full publications.