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

  • Distributed Reinforcement Learning that Emerges Teamwork between Agents with Different Abilities

    Yuki Hyodo, Takuto Sakuma, Shohei Kato

    27th International Symposium on Artificial Life and Robotics     GS21-6(4-pages)   2022.01  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Comparison of Loss Functions in Contrastive Learning for Latent Space Unification and Emotion Recognition on Multimodal Deep Learning

    Seiichi Harata, Takuto Sakuma, Shohei Kato

    27th International Symposium on Artificial Life and Robotics     GS17-4 (4-pages)   2022.01  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Tennis Swing Form Evaluation Based on Swing Characteristics Related with Skillfulness Using Accelerometer and Gyroscopes

    Shuto Ohshima, Shohei Kato, Takuto Sakuma

    27th International Symposium on Artificial Life and Robotics     GS29-7(4-pages)   2022.01  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Personalized Emotion Recognition Model Based on Few-shot EEG Learning: Effect of Domain Adaptation in Emotional Feature Space

    Shoya Furukawa, Takuto Sakuma, Shohei Kato

    27th International Symposium on Artificial Life and Robotics     GS22-4(4-pages)   2022.01  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Unsupervised Plant Disease Detection Using Generative Models with Deep Neural Networks

    Yoshihisa Kamohara, Takuto Sakuma, Shohei Kato

    27th International Symposium on Artificial Life and Robotics     GS22-2(4-pages)   2022.01  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • 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

display all >>

Presentations

  • Distributed Reinforcement Learning that Emerges Teamwork between Agents with Different Abilities

    Yuki Hyodo, Takuto Sakuma, Shohei Kato

    27th International Symposium on Artificial Life and Robotics  2022.01  -  2022.01 

  • Unsupervised Plant Disease Detection Using Generative Models with Deep Neural Networks

    Yoshihisa Kamohara, Takuto Sakuma, Shohei Kato

    27th International Symposium on Artificial Life and Robotics  2022.01  -  2022.01 

  • Personalized Emotion Recognition Model Based on Few-shot EEG Learning: Effect of Domain Adaptation in Emotional Feature Space

    Shoya Furukawa, Takuto Sakuma, Shohei Kato

    27th International Symposium on Artificial Life and Robotics  2022.01  -  2022.01 

  • Tennis Swing Form Evaluation Based on Swing Characteristics Related with Skillfulness Using Accelerometer and Gyroscopes

    Shuto Ohshima, Shohei Kato, Takuto Sakuma

    27th International Symposium on Artificial Life and Robotics  2022.01  -  2022.01 

  • Comparison of Loss Functions in Contrastive Learning for Latent Space Unification and Emotion Recognition on Multimodal Deep Learning

    Seiichi Harata, Takuto Sakuma, Shohei Kato

    27th International Symposium on Artificial Life and Robotics  2022.01  -  2022.01 

  • 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 

display all >>

 
 

Academic Activity

  • 2021.06
    -
    Now

    IPSJ  

  • 2020.09
    -
    2020.11

    WiNF