
Research
Publications
Category
Research Area
Year
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Group Equivariant Conditional Neural Processes
Makoto Kawano, Wataru Kumagai, Akiyoshi Sannai, Yusuke Iwasawa, and Yutaka Matsuo.
International Conference on Learning Representations 2021 (ICLR2021).
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Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization
Tatsuya Matsushima, Hiroki Furuta, Yutaka Matsuo, Ofir Nachum, and Shixiang Shane Gu.
International Conference on Learning Representations 2021 (ICLR2021).
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Variational Inference for Learning Representations of Natural Language Edits
Edison Marrese-Taylor, Machel Reid and Yutaka Matsuo.
The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). February 2021.
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2021 World Robot Competition Service Robot Category Partner Robot Challenge: Second Place
T. Matsushima et al.
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DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video
Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li and Stephen Gould
The IEEE Winter Conference on Applications of Computer Vision (WACV). January 2021
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Pixyz: a framework for developing deep generative models
Tutorial on Deep Probabilistic Generative Models for Robotics (IROS2020)
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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)
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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)
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Revealing the computational meaning of neocortical interarea signals
Hiroshi Yamakawa
Frontiers in Computational Neuroscience, Vol.14, No.74 (2020)
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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)