Výsledky vyhledávání - "HAYASHI, Kazuki"

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BQA: Body Language Question Answering Dataset for Video Large Language Models

Autor: Ozaki, Shintaro, Hayashi, Kazuki, Oba, Miyu, Sakai, Yusuke, Kamigaito, Hidetaka, Watanabe, Taro

A large part of human communication relies on nonverbal cues such as facial expressions, eye contact, and body language. Unlike language or sign language, such nonverbal communication lacks formal rules, requiring complex reasoning based on commonsen

Externí odkaz: http://arxiv.org/abs/2410.13206

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Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language Models

Autor: Ozaki, Shintaro, Hayashi, Kazuki, Sakai, Yusuke, Kamigaito, Hidetaka, Hayashi, Katsuhiko, Watanabe, Taro

As the performance of Large-scale Vision Language Models (LVLMs) improves, they are increasingly capable of responding in multiple languages, and there is an expectation that the demand for explanations generated by LVLMs will grow. However, pre-trai

Externí odkaz: http://arxiv.org/abs/2409.01584

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Artwork Explanation in Large-scale Vision Language Models

Autor: Hayashi, Kazuki, Sakai, Yusuke, Kamigaito, Hidetaka, Hayashi, Katsuhiko, Watanabe, Taro

Large-scale vision-language models (LVLMs) output text from images and instructions, demonstrating advanced capabilities in text generation and comprehension. However, it has not been clarified to what extent LVLMs understand the knowledge necessary

Externí odkaz: http://arxiv.org/abs/2403.00068

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Evaluating Image Review Ability of Vision Language Models

Autor: Saito, Shigeki, Hayashi, Kazuki, Ide, Yusuke, Sakai, Yusuke, Onishi, Kazuma, Suzuki, Toma, Gobara, Seiji, Kamigaito, Hidetaka, Hayashi, Katsuhiko, Watanabe, Taro

Large-scale vision language models (LVLMs) are language models that are capable of processing images and text inputs by a single model. This paper explores the use of LVLMs to generate review texts for images. The ability of LVLMs to review images is

Externí odkaz: http://arxiv.org/abs/2402.12121

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Multiobjective optimization approach to shape and topology optimization of plane trusses with various aspect ratios

Autor: Ohsaki, Makoto, Aoyagi, Saku, Hayashi, Kazuki

A multiobjective optimization method is proposed for obtaining the optimal plane trusses simultaneously for various aspect ratios of the initial ground structure as a set of Pareto optimal solutions generated through a single optimization process. Th

Externí odkaz: http://arxiv.org/abs/2307.16473

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Dissertation/ Thesis

Reinforcement Learning for Optimal Design of Skeletal Structures

Autor: Hayashi, Kazuki

甲第23153号
工博第4797号
新制||工||1750(附属図書館)
学位規則第4条第1項該当
Doctor of Philosophy (Engineering)
Kyoto University
DFAM

Externí odkaz: http://hdl.handle.net/2433/263614

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An Independently Learnable Hierarchical Model for Bilateral Control-Based Imitation Learning Applications

Autor: Hayashi, Kazuki, Sakaino, Sho, Tsuji, Toshiaki

Recently, motion generation by machine learning has been actively researched to automate various tasks. Imitation learning is one such method that learns motions from data collected in advance. However, executing long-term tasks remains challenging.

Externí odkaz: http://arxiv.org/abs/2203.08619

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