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Shiro Takagi

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Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research

Dec 06, 2023
Shiro Takagi

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Towards Autonomous Hypothesis Verification via Language Models with Minimal Guidance

Nov 16, 2023
Shiro Takagi, Ryutaro Yamauchi, Wataru Kumagai

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Empirical Study on Optimizer Selection for Out-of-Distribution Generalization

Nov 18, 2022
Hiroki Naganuma, Kartik Ahuja, Shiro Takagi, Tetsuya Motokawa, Rio Yokota, Kohta Ishikawa, Ikuro Sato, Ioannis Mitliagkas

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On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning

Nov 17, 2022
Shiro Takagi

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Convergence of neural networks to Gaussian mixture distribution

Apr 26, 2022
Yasuhiko Asao, Ryotaro Sakamoto, Shiro Takagi

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Image recognition via Vietoris-Rips complex

Sep 06, 2021
Yasuhiko Asao, Jumpei Nagase, Ryotaro Sakamoto, Shiro Takagi

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Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student Networks

May 16, 2021
Haruka Asanuma, Shiro Takagi, Yoshihiro Nagano, Yuki Yoshida, Yasuhiko Igarashi, Masato Okada

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