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    • 国際会議
      LLM / NLP 応用研究

      ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making

      [paper]

      Yusuke Watanabe, Yohei Kobashi, Takeshi Kojima, Yusuke Iwasawa, Yasushi Okuno, Yutaka Matsuo

      Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), Industry Track, July 2026

    • 論文誌
      世界モデル

      Enhancing Unimodal Latent Representations in Multimodal VAEs through Iterative Amortized Inference

      [paper]

      Yuta Oshima, Masahiro Suzuki, Yutaka Matsuo

      New Generation Computing (NGC), 2026

    • 論文誌
      LLM / NLP ロボティクス

      Grasp, Reason, Act: Tactile-Language Model for Zeroshot Sim2real Grasp Stability Prediction and Re-Grasping

      Gang Yan, Jiaxian Guo, Khrapchenkov Petr, Zhongchao Zhou, Yaonan Zhu, Yusuke Iwasawa

      IEEE Robotics and Automation Letters (RA-L), March 2026

    • 論文誌
      Brain-Inspired Intelligence 応用研究

      Dynamic Computational Tracking of Learners’ Knowledge States Based on the Cognitive Diagnostic Model

      Yoshimasa Tawatsuji, Sho Yamamoto

      Behaviormetrika, March 2026

    • 論文誌
      LLM / NLP 世界モデル

      Generative Emergent Communication: Large Language Model is a Collective World Model

      [paper]

      Tadahiro Taniguchi, Ryo Ueda, Tomoaki Nakamura, Masahiro Suzuki, Akira Taniguchi

      Advanced Robotics, March 2026

    • 国際会議
      コンピュータービジョン

      Towards High-resolution and Disentangled Reference-based Sketch Colorization

      [paper]

      Dingkun Yan, Xinrui Wang, Ru Wang, Zhuoru Li, Jinze Yu, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo

      The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), June 2026

    • 国際会議
      コンピュータービジョン

      CLIP-like Model as a Foundational Density Ratio Estimator

      [paper]

      Fumiya Uchiyama*, Rintaro Yanagi, Shohei Taniguchi, Shota Takashiro, Masahiro Suzuki, Hirokatsu Kataoka, Yusuke Iwasawa, Yutaka Matsuo

      The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), June 2026

    • 国際会議
      コンピュータービジョン

      MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image Generation

      [paper]

      Yuta Oshima*, Daiki Miyake*, Kohsei Matsutani, Yusuke Iwasawa, Masahiro Suzuki, Yutaka Matsuo, Hiroki Furuta (*Equal Contribution)

      The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), June 2026

    • 国際会議
      ロボティクス

      M2oE: Modular Mixture of Experts for Multi-Morphology Reinforcement Learning of Modular Robots

      Chang Liu, Qinchao Xu, Satoshi Yagi, Satoshi Yamamori, Yaonan Zhu, Yusuke Iwasawa, Kazuya Yoshida, Jun Morimoto

      IEEE International Conference on Robotics & Automation (IEEE ICRA 2026), June 2026

    • 国際会議
      LLM / NLP

      Mechanism of Task-oriented Information Removal in In-context Learning

      [paper]

      Hakaze Cho, Haolin Yang, Gouki Minegishi, Naoya Inoue

      International Conference on Learning Representations 2026 (ICLR2026), April 2026