Research
Publications
Category
Research Area
Year
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Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-Reinforcement Learning
Kei Akuzawa, Yusuke Iwasawa, Yutaka Matsuo
Learning for Dynamics and Control (L4DC)
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Detecting Object-level Scene Changes with Viewpoint Difference using Graph Matching
Kento Doi, Ryuhei Hamaguchi, Yusuke Iwasawa, Masaki Onishi, Yutaka Matsuo, Ken Sakurada.
2021 IEEE International Conference on Robotics and Automation (ICRA2022). May 2021. [paper]
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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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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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“Method for Computing a Near-optimal Solution using Linear and Non-linear Programming in Cost-based Hypothetical Reasoning.”
Mitsuru Ishizuka and Yutaka Matsuo
Proc. 5th Pacific Rim International Conference on Artificial Intelligence (PRICAI’98), LNAI 1531, pp.611-625, 1998
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“Average-clicks: A New Measure of Distance on the World Wide Web.”
Yutaka Matsuo, Yukio Ohsawa, and Mitsuru Ishizuka
Proc. First Asian-Pacific Conference on Web Intelligent (WI2001), LNAI 2198, pp.125-130, 2001
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“KeyWorld: Extracting Keywords in a Document as a Small World”.
Yutaka Matsuo, Yukio Ohsawa, and Mitsuru Ishizuka
Proc. Fourth International Conference on Discovery Science (DS2001), pp. 271-281, 2001
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“Discovering Hidden Relation behind a Link”.
Yutaka Matsuo, Yukio Ohsawa, and Mitsuru Ishizuka
Proc. Fifth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies (KES2001), pp.1183-1187, 2001