Research

Publications

Category

Research Area

Year

  • Information-theoretic regularization for learning global features by sequential VAE

    Kei Akuzawa, Yusuke Iwasawa, Yutaka Matsuo

    Mach Learn (2021)

  • The whole brain architecture approach: Accelerating the developmentof artificial general intelligence by referring to the brain

    Hiroshi Yamakawa

    Neural Networks (2021)

  • Bypassing combinatorial explosions in equivalence structure extraction

    Seiya Sato & Hiroshi Yamakawa

    Knowledge and Information Systems (2021)

  • Time-Sequential Variational Conditional Auto-encoders for Recommendation

    保住純,岩澤有祐,松尾豊

    人工知能学会論文誌,Vol. 36,No. 3 (2021)

  • Out-of-distribution Detection Using Joint Probability between Class and Geometric Transformation

    岡本弘野, 鈴木雅大, 松尾豊

    情報処理学会論文誌, Vol.62, No.7, pp.1382-1392 (2021)

  • Semi-supervised Out-of-distribution Detection Using Output of Intermediate Layer in Deep Neural Networks

    岡本弘野, 鈴木雅大, 松尾豊

    情報処理学会論文誌, Vol.62, No.4, pp.1142-1151 (2021)

  • Modeling Task Uncertainty for Safe Meta-imitation Learning

    Tatsuya Matsushima, Naruya Kondo, Yusuke Iwasawa, Kaoru Nasuno, Yutaka Matsuo

    Frontiers in Robotics and AI, Vol. 7, pp.189,(2020)

  • Gravity of Location-based Service: Analyzing the Effects for Mobility Pattern and Location Prediction

    Keiichi Ochiai, Yusuke Fukazawa, Wataru Yamada, Hiroyuki Manabe, Yutaka Matsuo

    Proceedings of the International AAAI Conference on Web and Social Media, 14(1), pp.476-487 (2020)

  • Revealing the computational meaning of neocortical interarea signals

    Hiroshi Yamakawa

    Frontiers in Computational Neuroscience, Vol.14, No.74 (2020)

  • Distinct mechanisms of over-representation of landmarks and rewards in the hippocampus

    Masaaki Sato, Kotaro Mizuta, Tanvir Islam, Masako Kawano, Yukiko Sekine, Takashi Takekawa, Daniel Gomez-Dominguez, Alexander Schmidt, Fred Wolf, Karam Kim, Hiroshi Yamakawa, Masamichi Ohkura, Min Goo Lee, Tomoki Fukai, Junichi Nakai, Yasunori Hayashi

    Cell Reports, (2020)