About me
I’m Ryo Umagami (馬上凌), a first-year PhD student at Machine Intelligence Lab., supervised by Professor Tatsuya Harada and Lecturer Yusuke Mukuta. My research interest lies in machine learning, especially 3D human motion prediction and time series forecasting.
Education
- April 2022 - Present
M.S. in Mechano-Informatics, The University of Tokyo - April 2018 - March 2022
B.S. in Mechano-Informatics, The University of Tokyo
Preprint
- Ryo Umagami, Yu Ono, Yusuke Mukuta, Tatsuya Harada. HiPerformer: Hierarchically Permutation-Equivariant Transformer for Time Series Forecasting, arXiv:2305.08073, 2023. [paper]
Employment
- 2022/09 - 2022/10, Machine Learning Engineer Intern, Matsuo Institue Inc.
- 2022/10, Machine Learning Engineer Intern, Money Forward, Inc.