Nakashima Yuta

ナカシマユウタ | Nakashima Yuta

Affiliation and department：
Job title： Professor
Homepage URL (1)： https://n-yuta.jp/

Research field (2)： Perceptual information processing , Perceptual information processing

Research keywords (6)：プライバシー保護 , Artificial Intelligence , Pattern Recognition , Computer Vision , Video summarization , Important region estimation in video

Research theme for competitive and other funds (13)：

2023 - 2028 Construction and Implementation of a Deep Learning System for Estimating the Production Date and Region of Buddhist Statues
2023 - 2028 Joint optimization of phisical encoder with object recognition model and its phathological application
2023 - 2028 ディープラーニングによる仏像の系譜に関する研究
2023 - 2028 Bias Mitigation for Deep Neural Networks by Concept-based Image Descriptors
2022 - 2028 映像記述のための言語を創出する人工知能の実現

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Papers (150)：

Yusuke Hirota, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima. A Picture May Be Worth a Hundred Words for Visual Question Answering. Electronics. 2024
Yankun Wu, Yuta Nakashima, Noa Garcia. GOYA: Leveraging Generative Art for Content-Style Disentanglement. J. Imaging. 2024. 10. 7. 156-156
Tianwei Chen, Noa Garcia, Liangzhi Li 0001, Yuta Nakashima. Exploring Emotional Stimuli Detection in Artworks: A Benchmark Dataset and Baselines Evaluation. J. Imaging. 2024. 10. 6. 136-136
Yankun Wu, Yuta Nakashima, Noa Garcia, Sheng Li, Zhaoyang Zeng. Reproducibility Companion Paper: Stable Diffusion for Content-Style Disentanglement in Art Analysis. Proceedings of the 2024 International Conference on Multimedia Retrieval. 2024
Bowen Wang, Jiaxin Zhang, Ran Zhang, Yunqin Li, Liangzhi Li, Yuta Nakashima. Improving facade parsing with vision transformers and line integration. Advanced Engineering Informatics. 2024. 60. 102463-102463

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MISC (38)：

近藤里咲, 寺面杏優, 梶川怜恩, 堀口航輝, 梶原智之, 梶原智之, 二宮崇, 早志英朗, 中島悠太, 長原一. Improving Japanese Sentiment Analysis with Text Normalization. 人工知能学会全国大会論文集(Web). 2024. 38th
鈴木陽也, 山内洋輝, 梶原智之, 梶原智之, 二宮崇, 早志英朗, 中島悠太, 長原一. Emotion Analysis with a Writer’s Multiple Posts. 人工知能学会全国大会論文集(Web). 2024. 38th
Ryo Kawasaki, Yiming Qian, Liangzhi Li, Kohji Nishida, Yuta Nakashima, Hajime Nagahara. Cardiovascular Disease Risk Prediction using Retinal Images via Explainable-AI based models with Traditional CVD risk factor estimation. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE. 2022. 63. 7
宮内裕人, 鈴木陽也, 秋山和輝, 梶原智之, 二宮崇, 武村紀子, 中島悠太, 長原一. 主観と客観の感情極性分類のための日本語データセット. 言語処理学会年次大会発表論文集(Web). 2022. 28th
梶原智之, 梶原智之, CHU Chenhui, CHU Chenhui, 武村紀子, 中島悠太, 長原一. 主観感情と客観感情の強度推定のための日本語データセット. 言語処理学会年次大会発表論文集(Web). 2021. 27th

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Lectures and oral presentations (41)：

Adaptive Gating Mechanism for Identifying Visually Grounded Paraphrases
(ICCV 2019 MDALC Workshop 2019)
温熱環境・学習効率・精神負荷の関係
(ヒューマンインタフェースシンポジウム2019講演論文集 2019)
Video Question Answering with BERT
(The 22st Meeting on Image Recognition and Understanding (MIRU 2019) 2019)
Video Meets Knowledge in Visual Question Answering
(The 22st Meeting on Image Recognition and Understanding (MIRU 2019) 2019)
Predicting Laughters in Comedy Drama with Subtitles and Facial Expression
(The 33rd Annual Conference of the Japanese Society for Artificial Intelligence, 2019 (JSAI 2019) 2019)

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Professional career (1)：

博士(工学) (大阪大学大学院工学研究科)

Work history (5)：

2024/02 - 現在 Osaka University Institute for Datability Science Professor
2017/01 - 2024/01 Osaka University Institute for Datability Science Associate Professor
2012/04 - 2016/12 Nara Institute of Science and Technology Graduate School of Information Science Assistant Professor
2015/04 - 2016/03 Carnegie Mellon University Robotics Institute Visiting Scholar
2012/01 - 2012/03 University of North Carolina at Charlotte Department of Computer Science Visiting Scholar

Awards (6)：

2023/07 - 電子情報通信学会情報・システムソサイエティ 2022年度電子情報通信学会ISS論文賞 Preventing Fake Information Generation Against Media Clone Attacks Generation and Detection of Media Clones
2023/03 - 公益財団法人電気通信普及財団第38回電気通信普及財団賞テレコム学際研究賞特集「インフォデミック時代の AI とサイバーセキュリティ」
2019/11 - The 9th Pacific-Rim Symposium on Image and Video Technology Best Paper Award Human Shape Reconstruction with Loose Clothes from Partially Observed Data by Pose Specific Deformation
2018/03 - 電子情報通信学会教育功労賞
2016/05 - Microsoft Research In Recognition of Excellent Research Work and Collaboration

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Association Membership(s) (6)：

ACM , IEEE Signal Processing Society , IEEE Computer Society , IEEE , INFORMATION PROCESSING SOCIETY OF JAPAN , THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS

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