YOKOTA Tatsuya

写真a

Affiliation Department etc.

Department of Computer Science
Department of Computer Science
Center for Fostering Young and Innovative Researchers

Title

Assistant Professor

Homepage URL

https://sites.google.com/site/yokotatsuya/home

Graduating School

  • 2005.04
    -
    2009.03

    Tokyo Institute of Technology   Faculty of Engineering   Graduated

Graduate School

  • 2011.04
    -
    2014.03

    Tokyo Institute of Technology    Doctor's Course  Completed

  • 2009.04
    -
    2011.03

    Tokyo Institute of Technology    Master's Course  Completed

External Career

  • 2019.10
    -
    Now

    RIKEN Center for Advanced Intelligence Project (AIP)   Tensor Learning Unit (TLU)   Visiting Scientist  

  • 2017.02
    -
    2017.03

    Harvard Medical School   Computational Radiology Laboratory   Visiting Researcher  

  • 2014.04
    -
    2016.02

    RIKEN Brain Science Institute (BSI)   Advanced Brain Signal Processing Unit (Andrzej Cichocki Laboratory)   Researcher  

  • 2011.04
    -
    2014.03

    RIKEN Brain Science Institute (BSI)   Advanced Brain Signal Processing Unit (Andrzej Cichocki Laboratory)   Junior Research Associate  

Academic Society Affiliations

  • 2015.12
    -
    Now

    APSIPA

  • 2013.11
    -
    Now

    IEICE

  • 2013.09
    -
    Now

    IEEE

Field of expertise (Grants-in-aid for Scientific Research classification)

  • Mathematical informatics

  • Intelligent informatics

  • Perceptual information processing

  • Soft computing

  • Life / Health / Medical informatics

 

Papers

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Presentations

  • Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting

    Q. SHI, J. YIN, J. CAI, A. Cichocki, T. Yokota, L. CHEN, M. Yuan, and J. Zeng

    AAAI  (NY, USA)  2020.02  -  2020.02 

  • 病理顕微鏡画像の複数免疫染色間の相互変換と特徴空間の共有

    足立秀雄,クグレ マウリシオ,岩本千佳,大内田研宙,橋爪 誠,横田達也,本谷秀堅

    MI研究会  2020.01  -  2020.01 

  • Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated with Deep Image Prior

    T. Yokota, K. Kawai, M. Sakata, Y, Kimura, and H, Hontani

    ICCV  2019.11  -  2019.11 

  • Construction of a Multi-modal Model of Pancreatic Tumors by Integration of MRI and Pathological Images using Conditional Cycle alpha-GAN

    T. Shimomura, M. Kugler, T. Yokota, C. Iwamoto, K. Ohuchida, M. Hashizume, and H. Hontani

    ICCV Workshop  2019.11  -  2019.11 

  • Multiway Delay Embedding Transform for Tensors and its Applications

    Tatsuya Yokota  [Invited]

    RIKEN-AIP Public Seminar  2019.10  -  2019.10 

  • CONSTRUCTION OF MULTIMODAL 3D MODEL OF PANCREATIC CANCER TUMOR

    Y. Goto, H. Hontani, T. Yokota, M. Kugler, C. Iwamoto, K. Ohuchida, and M. Hashizume

    IWAIT-IFMIA  2019.01  -  2019.01 

  • Registration between histopathological images with different stains and an MRI Image of Pancreatic Cancer Tumor

    H. Hontani, Y. Goto, Y. Tamura, T. Shimomura, N. Kawamura, H. Kobayashi, M. Kugler, T. Yokota, C. Iwamoto, K. Ohuchida, M. Hashizume, T. Katagiri, T. Sei, and A. shimizu

    IWAIT-IFMIA  2019.01  -  2019.01 

  • PARTIAL RIGID DIFFEOMORPHISM FOR MEASURING TEMPORAL CHANGE OF PANCREATIC CANCER TUMOR

    Y. Tamura, T. Yokota, M. Kugler, V. Triquet, T. Sei, C. Iwamoto, K. Ohuchida, M. Hashizume, and H. Hontani

    IWAIT-IFMIA  2019.01  -  2019.01 

  • 免疫染色情報を用いた悪性リンパ腫のサブタイプ分類に関する一検討

    橋本典明,黄 果葡,福島大祐,横田達也,中黒匡人,高野 桂,中村栄男,竹内一郎,本谷秀堅

    MI研究会  2019.01  -  2019.01 

  • Simultaneous PET Image reconstruction and Feature Extraction Method Using Non-negative, Smooth, and Sparse Matrix Factorization

    K. Kawai, H. Hontani, T. Yokota, M. Sakata, Y. Kimura

    APSIPA-ASC 2018  (USA)  2018.11  -  2018.11 

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Academic Awards Received

  • IEEE Senior Member

    2019.08    

    Winner: Tatsuya Yokota

  • Outstanding Award

    2019.03    

    Winner: Tatsuya Yokota

  • Young Author Best Paper Award

    2018.12    

    Winner: Tatsuya Yokota, Qibin Zhao, and Andrzej Cichocki

  • Incentive Award

    2018.03    

    Winner: Tatsuya Yokota

  • Outstanding Reviewer

    2017.01.03    

    Winner: Tatsuya Yokota

  • The 7th Research Incentive Award

    2016.03    

    Winner: Tatsuya Yokota

  • Incentive Award

    2015    

    Winner: Tatsuya Yokota

  • Young Researcher Award

    2014.12    

    Winner: Tatsuya Yokota

Grant-in-Aid for Scientific Research

  • Tensor Network Representation for Machine Learning: Theoretical Study and Algorithms Development

    Grant-in-Aid for Scientific Research(B)

    Project Year: 2020.04  -  2024.03  Investigator(s): Qibin Zhao

  • Rank estimation and optimization methods of tensor network decomposition and its applications

    Grant-in-Aid for Scientific Research(B)

    Project Year: 2020.04  -  2023.03  Investigator(s): Tatsuya Yokota, Hidekata Hontani, Qibin Zhao

  • Construction of high-definition information space for understanding of 3D internal structure of pancreatic cancer tumor

    Grant-in-Aid for Scientific Research(B)

    Project Year: 2018.04  -  2021.03  Investigator(s): H. Hontani, T. Yokota, M. Kugler, T. Katagiri

  • Model selection of tensor network and its applications

    Grant-in-Aid for Young Scientists(B)

    Project Year: 2015.04  -  2018.03  Investigator(s): Tatsuya Yokota

Other external funds procured

  • JST ACT-I Acceleration Phase

    Offer organization: Japan Science and Technology Agency  JST ACT-I Acceleration Phase

    Project Year: 2020.04  -  2022.03  Investigator(s): Tatsuya Yokota

  • JST ACT-I

    Offer organization: Japan Science and Technology Agency  JST ACT-I

    Project Year: 2018.10  -  2020.03  Investigator(s): Tatsuya Yokota

  • Offer organization: Private Foundations 

    Project Year: 2018.04  -  2019.03  Investigator(s): Tatsuya Yokota

 
 

Academic Activity

  • 2019.10
    -
    2020.11

    IEICE  

  • 2017.06
    -
    Now

    IEICE