Rchr
J-GLOBAL ID:201601016866269600   Update date: Jan. 31, 2024

Nakashima Yuta

ナカシマ ユウタ | Nakashima Yuta
Affiliation and department:
Job title: Associate 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 (127):
  • Zekun Yang, Yuta Nakashima, Haruo Takemura. Multi-modal humor segment prediction in video. Multimedia Systems. 2023. 29. 4. 2389-2398
  • Bowen Wang, Liangzhi Li, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara. Real-time estimation of the remaining surgery duration for cataract surgery using deep convolutional neural networks and long short-term memory. BMC Medical Informatics and Decision Making. 2023. 23. 1
  • Liangzhi Li, Manisha Verma, Bowen Wang, Yuta Nakashima, Hajime Nagahara, Ryo Kawasaki. Automated grading system of retinal arterio-venous crossing patterns: A deep learning approach replicating ophthalmologist’s diagnostic process of arteriolosclerosis. PLOS Digital Health. 2023. 2. 1
  • Yankun Wu, Yuta Nakashima, Noa Garcia. Not Only Generative Art: Stable Diffusion for Content-Style Disentanglement in Art Analysis. Proceedings of the 2023 ACM International Conference on Multimedia Retrieval(ICMR). 2023. 199-208
  • Yusuke Hirota, Yuta Nakashima, Noa Garcia. Model-Agnostic Gender Debiased Image Captioning. CVPR. 2023. 15191-15200
more...
MISC (36):
  • 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
  • 久野彰浩, 岩崎昌子, 岩崎昌子, 岩崎昌子, 岩崎昌子, 佐藤政則, 佐武いつか, 中島悠太, 武村紀子, 長原一, et al. R&D of the KEK Linac Accelerator Tuning based on Reinforcement Study. 日本物理学会講演概要集(CD-ROM). 2021. 76. 1
  • 田中昂志, CHU Chenhui, 梶原智之, 中島悠太, 武村紀子, 長原一, 藤川隆男. OCR誤り訂正を用いた歴史新聞データからのコーパス構築. 言語処理学会年次大会発表論文集(Web). 2020. 26th
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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)
more...
Professional career (1):
  • 博士(工学) (大阪大学大学院工学研究科)
Work history (4):
  • 2017/01 - 現在 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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