Research

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    Year

    • International Conferences
      LLM / NLP

      LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer

      Machel Reid and Victor Zhong

      Findings of the Association for Computational Linguistics: The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021).

    • International Conferences
      Generative Model Robotics

      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)

    • International Conferences
      Computer Vision

      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]

    • International Conferences
      Generative Model Representation Learning Theory

      Group Equivariant Conditional Neural Processes

      Makoto Kawano, Wataru Kumagai, Akiyoshi Sannai, Yusuke Iwasawa, and Yutaka Matsuo.

      International Conference on Learning Representations 2021 (ICLR2021).

    • International Conferences
      Reinforcement Learning Robotics

      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).

    • International Conferences
      LLM / NLP

      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.

    • International Conferences
      LLM / NLP

      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

    • International Conferences

      “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

    • International Conferences

      “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

    • International Conferences

      “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