2 citations · 3 across the 3 of their papers we have counts for
3 papers
Towards Autonomous Hypothesis Verification via Language Models with Minimal Guidance
Shiro Takagi, Ryutaro Yamauchi, Wataru Kumagai
Research automation efforts usually employ AI as a tool to automate specific tasks within the research process. To create an AI that truly conduct research themselves, it must inde…
Optimizing Implicit Neural Representations from Point Clouds via Energy-Based Models
Ryutaro Yamauchi, Jinya Sakurai, Ryo Furukawa +1
Reconstructing a continuous surface from an unoritented 3D point cloud is a fundamental task in 3D shape processing. In recent years, several methods have been proposed to address…
LPML: LLM-Prompting Markup Language for Mathematical Reasoning
Ryutaro Yamauchi, Sho Sonoda, Akiyoshi Sannai +1
In utilizing large language models (LLMs) for mathematical reasoning, addressing the errors in the reasoning and calculation present in the generated text by LLMs is a crucial chal…