Research
研究
研究業績
カテゴリー
研究領域
年
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In-Context Meta Learning Induces Multi-Phase Circuit Emergence
Gouki Minegishi, Hiroki Furuta, Shohei Taniguchi, Yusuke Iwasawa, Yutaka Matsuo
International Conference on Machine Learning (ICML2025)
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Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks
Lutfi Eren Erdogan, Nicholas Lee, Sehoon Kim, Suhong Moon, Hiroki Furuta, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami
International Conference on Machine Learning (ICML2025)
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Continual Pre-training on Character-Level Noisy Texts Makes Decoder-based Language Models Robust Few-shot Learners
Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa
Transactions of the Association for Computational Linguistics (TACL), 2025
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LegalViz: Legal Text Visualization by Text To Diagram Generation
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
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FullDiffusion: Diffusion Models Without Time Truncation
Shohei Taniguchi, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo
International Conference on Learning Representations (ICLR 2025), DeLTa Workshop, April 2025
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Unsupervised Neuronal Matching with Spontaneous Neuronal Activity
Shunsuke Kamiya, Taiga Mitamura, Muneki Ikeda, Masafumi Oizumi
International Conference on Learning Representations (ICLR 2025), Re-Align Workshop, April 2025
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FullDiffusion: Diffusion Models Without Time Truncation
Shohei Taniguchi, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo
International Conference on Learning Representations (ICLR 2025), DeLTa Workshop, April 2025
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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
Han Yuan, Mingcheng Zhu, Rui Yang, Han Liu, Irene Li, Chuan Hong
Health Care Science, Vol. 4, No. 2, pp. 110-143, April 2025
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Double Horizon Model-Based Policy Optimization
Akihiro Kubo, Paavo Parmas, Shin Ishii
Transactions on Machine Learning Research (TMLR), April 2025
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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