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    • 論文誌
      LLM / NLP

      Continual Pre-training on Character-Level Noisy Texts Makes Decoder-based Language Models Robust Few-shot Learners

      [paper]

      Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa

      Transactions of the Association for Computational Linguistics (TACL), 2025

    • 国際会議
      LLM / NLP

      LegalViz: Legal Text Visualization by Text To Diagram Generation

      [paper]

      Eri Onami, Taiki Miyanishi, Koki Maeda, Shuhei Kurita

      Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2025), April-May 2025

    • 理論 生成モデル

      FullDiffusion: Diffusion Models Without Time Truncation

      [paper]

      Shohei Taniguchi, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo

      International Conference on Learning Representations (ICLR 2025), DeLTa Workshop, April 2025

    • 国際会議
      Brain-Inspired Intelligence

      Unsupervised Neuronal Matching with Spontaneous Neuronal Activity

      [paper]

      Shunsuke Kamiya, Taiga Mitamura, Muneki Ikeda, Masafumi Oizumi

      International Conference on Learning Representations (ICLR 2025), Re-Align Workshop, April 2025

    • 国際会議
      理論 生成モデル

      FullDiffusion: Diffusion Models Without Time Truncation

      [paper]

      Shohei Taniguchi, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo

      International Conference on Learning Representations (ICLR 2025), DeLTa Workshop, April 2025

    • 論文誌
      コンピュータービジョン 応用研究 表現学習

      Rethinking Domain-Specific Pre-Training by Supervised or Self-Supervised Learning for Chest Radiograph Classification: A Comparative Study Against ImageNet Counterparts in Cold-Start Active Learning

      [paper]

      Han Yuan, Mingcheng Zhu, Rui Yang, Han Liu, Irene Li, Chuan Hong

      Health Care Science, Vol. 4, No. 2, pp. 110-143, April 2025

    • 論文誌
      世界モデル 強化学習

      Double Horizon Model-Based Policy Optimization

      [paper]

      Akihiro Kubo, Paavo Parmas, Shin Ishii

      Transactions on Machine Learning Research (TMLR), April 2025

    • 論文誌
      応用研究 機械学習一般

      Prediction and Calibration of Black Soil Modeling Parameters Based on Response Surface Methodology and Machine Learning Algorithms

      Zhipeng Wang, Feng Ma, Yaonan Zhu, Hongyan Wang, Tong Zhu, Youzhao Wang, Chaoyue Zhao, Jin Yu

      Particulate Science and Technology, Vol. 43, No. 4, pp. 534-545, April 2025

    • 論文誌
      応用研究

      Development of Polyimides with Low Dielectric Loss Tangent by Incorporating Polysiloxanes with Phenyl Side Groups

      Riku Takahashi, Ririka Sawada, Kan Hatakeyama-Sato, Yuta Nabae, Shinji Ando, Teruaki Hayakawa

      Macromolecular Rapid Communications, April 2025

    • 論文誌
      ロボティクス 応用研究

      Improved Availability of Mobile Network Teleoperation by Employing a Video Conferencing Application with Audio-Embedded Commands

      Sho Hatano, Yaonan Zhu, Tadayoshi Aoyama, Yasuhisa Hasegawa

      IEEE Robotics and Automation Letters (RA-L), Vol. 10, No. 4, pp. 3502-3509, April 2025