SAKUMA Takuto

写真a

Affiliation Department etc.

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

Title

Assistant Professor

Graduating School

  •  
    -
    2012.03

    Nagoya Institute of Technology   Faculty of Engineering   Graduated

Graduate School

  •  
    -
    2017.03

    Nagoya Institute of Technology  Graduate School, Division of Engineering  Doctor's Course  Completed

Academic Society Affiliations

  • 2020.10
    -
    Now

    JSKE

  • 2020.09
    -
    2020.11

    WiNF

  • 2011.03
    -
    Now

    IPSJ

  • 2011.03
    -
    Now

    JSAI

 

Papers

  • SUGO-MIMI: A Waggle Ear-Type Device Linked to Eyebrows

    Shoko Kimura, Ayaka Fujii, Seiichi Harata, TakutoSakuma , Shohei Kato

    9th International Conference on Affective Computing & Intelligent Interaction     Demo No156(2 pages)   2021.11  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Using Sim-To-Real Transfer Learning to Close Gaps Between Simulation and Real Environments Through Reinforcement Learning

    Yuto Ushida, Hafiyanda Razan, Takuto Sakuma, Shohei Kato

    Journal of the International Society of Artificial Life and Robotics     2021.10  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Initialization Effects for PSO Based Storage Assignment Optimization

    Minami Watanabe, Koya Ihara, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics     571 - 572   2021.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Acquisition of lip-sync expressions using transfer learning for text-to-speech emotional expression agents

    Shintaro Kondo, Seiichi Harata, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics     373 - 374   2021.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Emotion Recognition with Domain Adaptation Based on Few-Shot EEG Learning

    Shoya Furukawa, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics     373 - 374   2021.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Reinforcement Learning That Emerges Teamwork in Heterogeneous Multi-Agent Environment

    Yuki Hyodo, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics     553 - 555   2021.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Omnidirectional Mobile Robot Path Finding Using Deep Deterministic Policy Gradient for Real Robot Control

    Yuto Ushida, Hafiyanda Razan, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics     634 - 635   2021.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Classification performance of fNIRS based BCI and psychological burden assessment in patient with Duchenne muscular dystrophy

    Akira Masuo, Shunya Hanai, Takuto Sakuma, Shohei Kato

    生体医工学シンポジウム 2021     23(1-page)   2021.09

    Research paper (research society, symposium materials, etc.)   Multiple Authorship

  • Speech-Based Dementia Classification for FTLD Diagnosis Support

    Shunya Hanai Shohei Kato Koichi Sakaguchi Takuto Sakuma Reiko Ohdake Michihito Masuda Hirohisa Watanabe

    The 2021 IEEE 3rd Global Conference on Life Sciences and Technologies   3 ( 1570694469 ) 345 - 347   2021.03  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Sim-to-Real Transfer Learning to Close Gaps Between Simulation and Real Environments using Q-learning algorithm

    Yuto Ushida, Shunta Ishizuya, Hafiyanda Razan, Takuto Sakuma, Shohei Kato

    International Symposium on Artificial Life and Robotics     GS11-2 (4-pages)   2021.01  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

display all >>

Presentations

  • SUGO-MIMI: A Waggle Ear-Type Device Linked to Eyebrows

    Shoko Kimura, Ayaka Fujii, Seiichi Harata, TakutoSakuma , Shohei Kato

    9th International Conference on Affective Computing & Intelligent Interaction  2021.10  -  2021.11 

  • Omnidirectional Mobile Robot Path Finding Using Deep Deterministic Policy Gradient for Real Robot Control

    Yuto Ushida, Hafiyanda Razan, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics  2021.10  -  2021.10 

  • Initialization Effects for PSO Based Storage Assignment Optimization

    Minami Watanabe, Koya Ihara, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics  2021.10  -  2021.10 

  • Acquisition of lip-sync expressions using transfer learning for text-to-speech emotional expression agents

    Shintaro Kondo, Seiichi Harata, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics  2021.10  -  2021.10 

  • Emotion Recognition with Domain Adaptation Based on Few-Shot EEG Learning

    Shoya Furukawa, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics  2021.10  -  2021.10 

  • Reinforcement Learning That Emerges Teamwork in Heterogeneous Multi-Agent Environment

    Yuki Hyodo, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics  2021.10  -  2021.10 

  • Speech-Based Dementia Classification for FTLD Diagnosis Support

    Shunya Hanai Shohei Kato Koichi Sakaguchi Takuto Sakuma Reiko Ohdake Michihito Masuda Hirohisa Watanabe

    The 2021 IEEE 3rd Global Conference on Life Sciences and Technologies  (オンライン)  2021.03  -  2021.03 

  • Sim-to-Real Transfer Learning to Close Gaps Between Simulation and Real Environments using Q-learning algorithm

    Yuto Ushida, Shunta Ishizuya, Hafiyanda Razan, Takuto Sakuma, Shohei Kato

    International Symposium on Artificial Life and Robotics  2021.01  -  2021.01 

  • Toward Mathematical Representation of Emotion: A Deep Multitask Learning Method Based On Multimodal Recognition

    Seiichi Harata, Takuto Sakuma, Shohei Kato

    Adjunct of the 2020 International Conference on Multimodal Interaction  (オンライン)  2020.10  -  2020.10 

  • Correlation Analysis Between Tennis Swing Features and Tennis Skillfulness Using Six-Axis Sensor

    Shuto Ohshima, Shohei Kato, Takuto Sakuma

    2020 IEEE 9th Global Conference on Consumer Electronics  (Kobe)  2020.10  -  2020.10 

display all >>

 
 

Academic Activity

  • 2021.06
    -
    Now

    IPSJ  

  • 2020.09
    -
    2020.11

    WiNF