Nakashima Yuta 中島悠太

Researcher Number	70633551
Other IDs
Affiliation (Current)	2025: 大阪大学, 産業科学研究所, 教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 大阪大学, データビリティフロンティア機構, 教授 2016 – 2024: 大阪大学, データビリティフロンティア機構, 准教授 2013 – 2015: 奈良先端科学技術大学院大学, 情報科学研究科, 助教
Review Section/Research Field	Principal Investigator Perceptual information processing / Medium-sized Section 61:Human informatics and related fields / Basic Section 61010:Perceptual information processing-related Except Principal Investigator Basic Section 58030:Hygiene and public health-related: excluding laboratory approach / Medium-sized Section 1:Philosophy, art, and related fields / Broad Section A / Broad Section J / Medium-sized Section 61:Human informatics and related fields / Basic Section 61020:Human interface and interaction-related
Keywords	Principal Investigator 深層学習 / 映像要約 / 重要領域推定 / 定量評価 / バイアス低減 / 社会的バイアス / バイアス / 知識ベース / 質疑応答 / ディープニューラルネットワーク … More / 自然言語処理 / 部分映像検索 / 要約映像の評価 / 畳み込みニューラルネットワーク / 視線解析 / 視覚的注意モデル / 点軌跡 / 撮影者の意図 / プライバシー保護 / 映像 … More Except Principal Investigator 人工知能 / 高血圧 / 深層学習 / 循環器検診 / 網膜血管 / 健康診断 / 眼底写真 / ディープラーニング / 様式 / 仏顔 / 仏像 / スクリーニング / ３D画像 / 快慶 / 医療画像処理 / 機械学習 / コンピュテーショナルフォトグラフィ / 循環器リスク / 眼底検診 / 循環器疾患 / 危険因子 / 予防医学 / 検診 / 動脈硬化 / Diminished reality / インタラクション / Image-based rendering / バーチャルリアリティ / 拡張現実感 / 不要物消去 / 画像合成 / 画像修復 / 隠消現実感 / 初唐彫刻 / 顔認証システム / 画像マイニング / 薬師寺 / 3D画像 / シルクロード / マルチビューランドマーク / 制作年推定 / 知識グラフ / 半教師あり学習 / 3次元計測 / 顔認識 / AI Less

ディープラーニングによる仏像の系譜に関する研究
- Principal Investigator
  
  藤岡穣
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 1:Philosophy, art, and related fields
- Research Institution
  Osaka University
物理エンコーダの同時最適化による物体認識モデル
- Principal Investigator
  
  長原一
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  Osaka University
Joint optimization of phisical encoder with object recognition model and its phathological application
- Principal Investigator
  
  長原一
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (S)
- Review Section
  
  Broad Section J
- Research Institution
  Osaka University
Construction and Implementation of a Deep Learning System for Estimating the Production Date and Region of Buddhist Statues
- Principal Investigator
  
  藤岡穣
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (S)
- Review Section
  
  Broad Section A
- Research Institution
  Osaka University
Bias Mitigation for Deep Neural Networks by Concept-based Image DescriptorsPrincipal Investigator
- Principal Investigator
  
  中島悠太
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  Osaka University
Risk profiling for cardiovascular diseases using the retinal images
- Principal Investigator
  
  川崎良
- Project Period (FY)
  2022 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 58030:Hygiene and public health-related: excluding laboratory approach
- Research Institution
  Osaka University
Automated grading system for the retinal arteriolosclerosis in a cardiology risk screening
- Principal Investigator
  
  Kawasaki Ryo
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58030:Hygiene and public health-related: excluding laboratory approach
- Research Institution
  Osaka University
Stylistic analysis of Buddhist sculptures by using Artificial Intelligence and 3D measurement data with a special focus on facial expressions
- Principal Investigator
  
  Fujioka Yutaka
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 1:Philosophy, art, and related fields
- Research Institution
  Osaka University
Visual Question Answering System with a Knowledge BasePrincipal Investigator
- Principal Investigator
  
  Yuta Nakashima
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61010:Perceptual information processing-related
- Research Institution
  Osaka University
Advancement of diminished reality based on fusion of inpainting and observation
- Principal Investigator
  
  Kawai Norihiko
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61020:Human interface and interaction-related
- Research Institution
  Osaka Institute of Technology
  Nara Institute of Science and Technology
Video summarization from a set of videos controlled by text inputPrincipal Investigator
- Principal Investigator
  
  Nakashima Yuta
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Perceptual information processing
- Research Institution
  Osaka University
Inferring important regions attributed to a videographer's intentionPrincipal Investigator
- Principal Investigator
  
  Nakashima Yuta
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Perceptual information processing
- Research Institution
  Nara Institute of Science and Technology

All 2023 2022 2021 2020 2019 2018 2017 2016 2014 2013 Other

All Journal Article Presentation

[Journal Article] Societal Bias in Vision-and-Language Datasets and Models2023
- Author(s)
  Yuta Nakashima, Yusuke Hirota, Yankun Wu, Noa Garicia
- Journal Title
  
  NIHON GAZO GAKKAISHI (Journal of the Imaging Society of Japan)
  
  Volume: 62 Issue: 6 Pages: 599-609
- DOI
  10.11370/isj.62.599
- ISSN
  1344-4425, 1880-4675
- Year and Date
  2023-12-10
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23H00497
[Journal Article] Automated grading system of retinal arterio-venous crossing patterns: A deep learning approach replicating ophthalmologist’s diagnostic process of arteriolosclerosis2023
- Author(s)
  Li Liangzhi、Verma Manisha、Wang Bowen、Nakashima Yuta、Nagahara Hajime、Kawasaki Ryo
- Journal Title
  
  PLOS Digital Health
  
  Volume: 2 Issue: 1 Pages: 174-174
- DOI
  10.1371/journal.pdig.0000174
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K17764, KAKENHI-PROJECT-23K24611, KAKENHI-PROJECT-22K19671
[Journal Article] The semantic typology of visually grounded paraphrases2022
- Author(s)
  Chu Chenhui、Oliveira Vinicius、Virgo Felix Giovanni、Otani Mayu、Garcia Noa、Nakashima Yuta
- Journal Title
  
  Computer Vision and Image Understanding
  
  Volume: 215 Pages: 103333-103333
- DOI
  10.1016/j.cviu.2021.103333
- NAID
  120007179309
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03264
[Journal Article] Match them up: visually explainable few-shot image classification2022
- Author(s)
  Wang Bowen、Li Liangzhi、Verma Manisha、Nakashima Yuta、Kawasaki Ryo、Nagahara Hajime
- Journal Title
  
  Applied Intelligence
  
  Volume: - Issue: 9 Pages: 1-22
- DOI
  10.1007/s10489-022-04072-4
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17764, KAKENHI-PROJECT-23K24611
[Journal Article] SCOUTER: Slot attention-based classifier for explainable image recognition2021
- Author(s)
  Liangzhi Li, Bowen Wang, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara
- Journal Title
  
  Proceedings of the IEEE/CVF International Conference on Computer Vision
  
  Volume: - Pages: 1046-1055
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K10662
[Journal Article] MTUNet: Few-Shot Image Classification With Visual Explanations2021
- Author(s)
  Bowen Wang, Liangzhi Li, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara
- Journal Title
  
  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
  
  Volume: - Pages: 2294-2298
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K10662
[Journal Article] A comparative study of language transformers for video question answering2021
- Author(s)
  Yang Zekun、Garcia Noa、Chu Chenhui、Otani Mayu、Nakashima Yuta、Takemura Haruo
- Journal Title
  
  Neurocomputing
  
  Volume: 445 Pages: 121-133
- DOI
  10.1016/j.neucom.2021.02.092
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03264
[Journal Article] Noisy-LSTM: Improving Temporal Awareness for Video Semantic Segmentation2021
- Author(s)
  Wang Bowen、Li Liangzhi、Nakashima Yuta、Kawasaki Ryo、Nagahara Hajime、Yagi Yasushi
- Journal Title
  
  IEEE Access
  
  Volume: 9 Pages: 46810-46820
- DOI
  10.1109/access.2021.3067928
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K10662, KAKENHI-PROJECT-20K23343
[Journal Article] Joint learning of vessel segmentation and artery/vein classification with post-processing2020
- Author(s)
  Li L, Verma M, Nakashima Y, Kawasaki R, Nagahara H.
- Journal Title
  
  Proceedings of Machine Learning Research
  
  Volume: 121 Pages: 440-453
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K10662
[Journal Article] Visually grounded paraphrase identification via gating and phrase localization2020
- Author(s)
  Otani Mayu、Chu Chenhui、Nakashima Yuta
- Journal Title
  
  Neurocomputing
  
  Volume: 404 Pages: 165-172
- DOI
  10.1016/j.neucom.2020.04.066
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03264
[Journal Article] Visually grounded paraphrase identification via gating and phrase localization2020
- Author(s)
  Mayu Otani, Chenhui Chu, and Yuta Nakashima
- Journal Title
  
  Neurocomputing
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03264
[Journal Article] ContextNet: Representation and exploration for painting classification and retrieval in context2019
- Author(s)
  Noa Garcia, Benjamin Renoust, and Yuta Nakashima
- Journal Title
  
  International Journal on Multimedia Information Retrieval
  
  Volume: 9 Issue: 1 Pages: 17-30
- DOI
  10.1007/s13735-019-00189-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03264
[Journal Article] Summarization of User-Generated Sports Video by Using Deep Action Recognition Features2018
- Author(s)
  Tejero-de-Pablos Antonio、Nakashima Yuta、Sato Tomokazu、Yokoya Naokazu、Linna Marko、Rahtu Esa
- Journal Title
  
  IEEE Transactions on Multimedia
  
  Volume: 印刷中 Issue: 8 Pages: 2000-2011
- DOI
  10.1109/tmm.2018.2794265
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16086
[Journal Article] Iterative applications of image completion with CNN-based failure detection2018
- Author(s)
  Tanaka Takahiro、Kawai Norihiko、Nakashima Yuta、Sato Tomokazu、Yokoya Naokazu
- Journal Title
  
  Journal of Visual Communication and Image Representation
  
  Volume: 55 Pages: 56-66
- DOI
  10.1016/j.jvcir.2018.05.015
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11375, KAKENHI-PROJECT-18H03273
[Journal Article] Evaluating Protection Capability for Visual Privacy Information2016
- Author(s)
  Y. Nakashima, T. Ikeno, N. Babaguchi
- Journal Title
  
  IEEE Security & Privacy
  
  Volume: Vol. 14, No. 1 Issue: 1 Pages: 55-61
- DOI
  10.1109/msp.2016.3
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24240031, KAKENHI-PROJECT-25730115
[Journal Article] Video summarization using textual descriptions for authoring video blogs2016
- Author(s)
  Mayu Otani, Yuta Nakashima, Tomokazu Sato, and Naokazu Yokoya
- Journal Title
  
  Multimedia Tools and Applications
  
  Volume: - Issue: 9 Pages: 12097-12115
- DOI
  10.1007/s11042-016-4061-3
- NAID
  120006457764
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16086
[Journal Article] Privacy Protection for Social Video via Background Estimation and CRF-Based Videographer's Intention Modeling2016
- Author(s)
  Y. Nakashima, N. Babaguchi, J.-P. Fan
- Journal Title
  
  IEICE Trans. Inf. & Syst.
  
  Volume: E99.D Issue: 4 Pages: 1221-1233
- DOI
  10.1587/transinf.2015EDP7378
- NAID
  130005141385
- ISSN
  0916-8532, 1745-1361
- Language
  English
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24240031, KAKENHI-PROJECT-25730115
[Journal Article] Flexible human action recognition in depth video sequences using masked joint trajectories2016
- Author(s)
  Antonio Tejero-de-Pablos, Yuta Nakashima, Naokazu Yokoya, Francisco-Javier Diaz-Pernas, and Mario Martinez-Zarzuela
- Journal Title
  
  EURASIP Journal on Image and Video Processing
  
  Volume: 2016 Issue: 1
- DOI
  10.1186/s13640-016-0120-y
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16086
[Presentation] Instruct Me More! Random Prompting for Visual In-Context Learning2023
- Author(s)
  Jiahao Zhang, Bowen Wang, Liangzhi Li, Yuta Nakashima, Hajime Nagahara
- Organizer
  Winter Conference on Applications of Computer Vision
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00497
[Presentation] Enhancing Fake News Detection in Social Media via Label Propagation on Cross-modal Tweet Graph2023
- Author(s)
  Wanqing Zhao, Haiyuan Chen, Yuta Nakashima, Noboru Babaguchi
- Organizer
  International Conference on Multimedia
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00497
[Presentation] Not Only Generative Art: Stable Diffusion for Content-Style Disentanglement in Art Analysis2023
- Author(s)
  Yankun Wu, Yuta Nakashima, Noa Garcia
- Organizer
  International Conference on Multimedia Retrieval
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00497
[Presentation] Vision and Language の現状とバイアス2023
- Author(s)
  中島悠太
- Organizer
  第22回情報科学技術フォーラム
- Invited
- Data Source
  KAKENHI-PROJECT-23H00497
[Presentation] Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation2023
- Author(s)
  Mayu Otani, Riku Togashi, Yu Sawai, Ryosuke Ishigami, Yuta Nakashima, Esa Rahtu, Janne Heikkila, Shin’ichi Satoh
- Organizer
  Conference on Computer Vision and Pattern Recognition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00497
[Presentation] Mitigating social bias in image captioning models - Introduction of paper "Model-agnostic gender debiased image captioning2023
- Author(s)
  Yuta Nnakashima
- Organizer
  International Workshop on Frontiers of Computer Vision
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00497
[Presentation] Uncurated Image-Text Datasets: Shedding Light on Demographic Bias2023
- Author(s)
  Noa Garcia, Yusuke Hirota, Yankun Wu, Yuta Nakashima
- Organizer
  Conference on Computer Vision and Pattern Recognition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00497
[Presentation] Revisiting Pixel-Level Contrastive Pre-Training on Scene Images2023
- Author(s)
  Zhongshan Pang, Yuta Nakashima, Mayu Otani, Hajime Nagahara
- Organizer
  Winter Conference on Applications of Computer Vision
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00497
[Presentation] Model-Agnostic Gender Debiased Image Captioning2023
- Author(s)
  Yusuke Hirota, Yuta Nakashima, Noa Garcia
- Organizer
  Conference on Computer Vision and Pattern Recognition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00497
[Presentation] Learning Bottleneck Concepts in Image Classification2023
- Author(s)
  Bowen Wang, Liangzhi Li, Yuta Nakashima, Hajime Nagahara
- Organizer
  Conference on Computer Vision and Pattern Recognition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00497
[Presentation] Concept discovery from an image dataset: Toward image representation with an emergent language2023
- Author(s)
  Yuta Nakashima
- Organizer
  International Workshop on Symbolic-Neural Learning
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00497
[Presentation] Cardiovascular Disease Risk Prediction using Retinal Images via Explainable-AI based models with Traditional CVD risk factor estimation2022
- Author(s)
  Ryo Kawasaki, Yiming Qian, Liangzhi Li, Kohji Nishida, Yuta Nakashima, Hajime Nagahara
- Organizer
  The Association for Research in Vision and Ophthalmology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24611
[Presentation] Quantifying societal bias amplification in image captioning2022
- Author(s)
  Yusuke Hirota、Yuta Nakashima、Noa Garcia
- Organizer
  IEEE/CVF Conference on Computer Vision and Pattern Recognition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Cardiovascular Disease Risk Prediction using Retinal Images via Explainable-AI based models with Traditional CVD risk factor estimation2022
- Author(s)
  Ryo Kawasaki, Yiming Qian, Liangzhi Li, Kohji Nishida, Yuta Nakashima, Hajime Nagahara
- Organizer
  ARVO
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K10662
[Presentation] MTUNet: Few-Shot Image Classification With Visual Explanations2021
- Author(s)
  Bowen Wang, Liangzhi Li, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara
- Organizer
  IEEE/CVF International Conference on Computer Vision
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K10662
[Presentation] Built Year Prediction from Buddha Face with Heterogeneous Labels2021
- Author(s)
  Yiming Qian, Cheikh Brahim El Vaigh, Yuta Nakashima, Benjamin Renoust, Hajime Nagahara, Yutaka Fujioka
- Organizer
  Proc. Workshop on Structuring and Understanding of Multimedia Heritage Contents
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03571
[Presentation] GCNBoost: Artwork classification by label propagation through a knowledge graph2021
- Author(s)
  Cheikh Brahim El Vaigh、Noa Garcia、Benjamin Renoust、Chenhui Chu、Yuta Nakashima、Hajime Nagahara
- Organizer
  ACM International Conference on Multimedia Retrieval
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Visual question answering with textual representations for images2021
- Author(s)
  Yusuke Hirota、Noa Garcia、Mayu Otani、Chenhui Chu、Yuta Nakashima、Ittetsu Taniguchi、Takao Onoye
- Organizer
  IEEE/CVF International Conference on Computer Vision Workshops
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] The Laughing Machine: Predicting Humor in Video2021
- Author(s)
  Yuta Kayatani、Zekun Yang、Mayu Otani、Noa Garcia、Chenhui Chu、Yuta Nakashima、Haruo Takemura
- Organizer
  2021 IEEE Winter Conference on Applications Computer Vision
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] GCNBoost: Artwork Classificationby Label Propagation through a Knowledge Graph2021
- Author(s)
  Cheikh Brahim El Vaig，Noa Garcia，Benjamin Renoust，Chenhui Chu，Yuta Nakashima，Hajime Nagahara
- Organizer
  ACM International Conference on Multimedia Retrieval
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03571
[Presentation] Transferring domain-agnostic knowledge in video question answering2021
- Author(s)
  Tianran Wu、Noa Garcia、Mayu Otani、Chenhui Chu、Yuta Nakashima、Haruo Takemura
- Organizer
  British Machine Vision Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] SCOUTER: Slot attention-based classifier for explainable image recognition2021
- Author(s)
  Liangzhi Li, Bowen Wang, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara
- Organizer
  IEEE/CVF International Conference on Computer Vision
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K10662
[Presentation] GCNBoost: Artwork Classification by Label Propagation through a Knowledge Graph”，Proc. International Conference on Multimedia Retrieval2021
- Author(s)
  Cheikh Brahim El Vaigh，Noa Garcia，Benjamin Renoust，Chenhui Chu，Yuta Nakashima，Hajime Nagahara
- Organizer
  Proc. International Conference on Multimedia Retrieval
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03571
[Presentation] Explain me the painting: Multi-topic knowledge- able art description generation2021
- Author(s)
  Zechen Bai、Yuta Nakashima、Noa Garcia
- Organizer
  IEEE/CVF International Conference on Computer Vision
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Image retrieval by hierarchy-aware deep hashing based on multi- task learning2021
- Author(s)
  Bowen Wang、Liangzhi Li、Yuta Nakashima、Takehiro Yamamoto、Hiroaki Ohshima、Yoshiyuki Shoji、Kenro Aihara、Noriko Kando
- Organizer
  ACM International Conference on Multimedia Retrieval
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Uncovering Hidden Challenges in Query-Based Video Moment Retrieval2020
- Author(s)
  Mayu Otani、Yuta Nakashima、Esa Rahtu、Janne Heikkila
- Organizer
  31st Biritish Machine Vision Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] KnowIT VQA: Answering knowledge-based questions about video2020
- Author(s)
  Noa Garcia, Chenhui Chu, Mayu Otani, and Yuta Nakashima
- Organizer
  AAAI Conference on Artificial Intelligence
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] A fully automated grading system for the retinal arteriovenous crossing signs using deep neural network based pipeline.2020
- Author(s)
  Ryo Kawasaki, LIangzhi Li, Yuta Nakashima, Hajime Nagahara, Takayoshi Ohkubo
- Organizer
  日本網膜硝子体学会
- Data Source
  KAKENHI-PROJECT-19K10662
[Presentation] Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processing2020
- Author(s)
  Li L, Verma M, Nakashima Y, Kawasaki R, Nagahara H.
- Organizer
  MIDL 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K10662
[Presentation] Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions2020
- Author(s)
  Noa Garcia、Yuta Nakashima
- Organizer
  European Conference on Computer Vision
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Knowledge-Based Visual Question Answering in Videos2020
- Author(s)
  Noa Garcia、Mayu Otani、Chenhui Chu、Yuta Nakashima
- Organizer
  2020 Conference on Computer Vision and Pattern Recognition Workshops
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks2020
- Author(s)
  Liangzhi Li, Manisha Verma, Yuta Nakashima, Hajime Nagahara, Ryo Kawasaki
- Organizer
  The IEEE Winter Conference on Applications of Computer Vision
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K10662
[Presentation] What We All Need Are Non-trivial Baselines and Sanity Checks2020
- Author(s)
  Mayu Otani、Yuta Nakashima、Esa Rahtu、Janne Heikkila
- Organizer
  第23回画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] BERT representations for video question answering2020
- Author(s)
  Zekun Yang, Noa Garcia, Chenhui Chu, Mayu Otani, Yuta Nakashima, and Haruo Takemura
- Organizer
  IEEE Winter Conference on Applications of Computer Vision
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] A Dataset and Baselines for Visual Question Answering on Art2020
- Author(s)
  Noa Garcia、Chentao Ye、Zihua Liu、Qingtao Hu、Mayu Otani、Chenhui Chu、Yuta Nakashima、Teruko Mitamura
- Organizer
  2020 Workshop on Computer Vision for Art
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Faces in an Archive of Buddhism Pictures2019
- Author(s)
  Benjamin Renoust, Ayaka Uesaka, Yuta Nakashima, Hajime Nagahara, and Yutaka Fujioka
- Organizer
  CH119
- Data Source
  KAKENHI-PROJECT-18H03571
[Presentation] Historical and Modern Features for Buddha Statue Classification2019
- Author(s)
  Benjamin Renoust, Matheus Oliveira Franca, Jacob Chan, Noa Garcia, Van Le, Ayaka Uesaka, Yuta Nakashima, Hajime Nagahara, Jueren Wang, and Yutaka Fujioka
- Organizer
  SUMAC (ACMMM) 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03571
[Presentation] Rethinking the evaluation of video summaries2019
- Author(s)
  Mayu Otani, Yuta Nakashima, Esa Rahtu, and Janne Heikkila
- Organizer
  IEEE Conference on Computer Vision and Pattern Recognition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] BUDA.ART: A Multimodal Content-Based Analysis and Retrieval System for Buddha Statues2019
- Author(s)
  Benjamin Renoust, Matheus Oliveira Franca, Jacob Chan, Van Le, Ayaka Uesaka, Yuta Nakashima, Hajime Nagahara, Jueren Wang, and Yutaka Fujioka
- Organizer
  ACM MultiMedia (ACMMM) 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03571
[Presentation] Buddha Statues Archive Retrieval System2019
- Author(s)
  Benjamin Renoust, Matheus Oliveira Franca, Jacob Chan, Van Le, Ayaka Uesaka, Yuta Nakashima, Hajime Nagahara, Jueren Wang, and Yutaka Fujioka
- Organizer
  MIRU 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03571
[Presentation] Adaptive gating mechanism for identifying visually grounded paraphrases2019
- Author(s)
  Mayu Otani, Chenhui Chu, and Yuta Nakashima
- Organizer
  Multi-Discipline Approach for Learning Concepts
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Video question answering with BERT2019
- Author(s)
  Zekun Yang, Noa Garcia, Chenhui Chu, Mayu Otani, Yuta Nakashima, and Haruo Takemura
- Organizer
  第22回画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Collecting relation-aware video captions2019
- Author(s)
  Mayu Otani, Kazuhiro Ota, Yuta Nakashima, Esa Rahtu, Janne Heikkila, and Yoshitaka Ushiku
- Organizer
  第22回画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Automatic Modeling using Reinforcement Learning Based on Action Rules by Measurement Records2019
- Author(s)
  Yoshihiro Sato, Ryutaro Suda, Takeshi Oishi
- Organizer
  The 13th International Workshop on Robust Computer Vision
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03571
[Presentation] Context-aware embeddings for automatic art analysis2019
- Author(s)
  Noa Garcia, Benjamin Renoust, and Yuta Nakashima
- Organizer
  ACM International Conference on Multimedia Retrieval
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Understanding art through multi-modal retrieval in paintings2019
- Author(s)
  Noa Garcia, Benjamin Renoust, and Yuta Nakashima
- Organizer
  Language and Vision Workshop
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Video meets knowledge in visual question answering2019
- Author(s)
  Noa Garcia, Chenhui Chu, Mayu Otani, and Yuta Nakashima
- Organizer
  第22回画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] コメディドラマにおける字幕と表情を用いた笑い予測2019
- Author(s)
  萓谷勇太, 大谷まゆ, Chenhui Chu, 中島悠太, 竹村治雄
- Organizer
  2019年度人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Rethinking the evaluation of video summaries2019
- Author(s)
  Mayu Otani, Yuta Nakashima, Esa Rahtu, and Janne Heikkila
- Organizer
  IEEE Computer Society Conference on Computer Vision and Pattern Recognition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Visually grounded paraphrase extraction via phrase grounding2018
- Author(s)
  Mayu Otani, Chenhui Chu, and Yuta Nakashima
- Organizer
  Workshop on Language and Vision at CVPR
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Exploration and Mining of 50,000 Buddha Pictures2018
- Author(s)
  Benjamin Renoust, Ayaka Uesaka, Yuta Nakashima, Hajime Nagahara, and Yutaka Fujioka
- Organizer
  MIRU 2018
- Data Source
  KAKENHI-PROJECT-18H03571
[Presentation] Finding Video Parts with Natural Language2018
- Author(s)
  Mayu Otani、Yuta Nakashima、Esa Rahtu、Janne Heikkila
- Organizer
  情報処理学会研究報告コンピュータビジョンとイメージメディア(CVIM)
- Data Source
  KAKENHI-PROJECT-16K16086
[Presentation] iParaphrasing: Extracting visually grounded paraphrases via an image2018
- Author(s)
  Chenhui Chu, Mayu Otani, and Yuta Nakashima
- Organizer
  27th International Conference on Computational Linguistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Phrase localization-based visually grounded paraphrase identification2018
- Author(s)
  Mayu Otani, Chenhui Chu, and Yuta Nakashima
- Organizer
  第21回画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03264
[Presentation] Video Question Answering to Find a Desired Video Segment2017
- Author(s)
  Mayu Otani、Yuta Nakashima、Esa Rahtu、Janne Heikkila
- Organizer
  Open Knowledge Base and Question Answering Workshop (OKBQA) at SIGIR
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16086
[Presentation] Fine-grained video retrieval for multi-clip video2017
- Author(s)
  Mayu Otani、Yuta Nakashima、Esa Rahtu、Janne Heikkila
- Organizer
  Closing the Loop Between Vision and Language (CLVL) at ICCV
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16086
[Presentation] Unsupervised Video Summarization using Deep Video Features2017
- Author(s)
  Mayu Otani、Yuta Nakashima、Esa Rahtu、Janne Heikkila、Naokazu Yokoya
- Organizer
  画像の認識・理解シンポジウム(MIRU)
- Data Source
  KAKENHI-PROJECT-16K16086
[Presentation] Human action recognition-based video summarization for RGB-D personal sports video2016
- Author(s)
  Antonio Tejero-de-Pablos, Yuta Nakashima, Tomokazu Sato, and Naokazu Yokoya
- Organizer
  2016 IEEE International Conference on Multimedia and Expo
- Place of Presentation
  Seattle
- Year and Date
  2016-07-11
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16086
[Presentation] Learning joint representations of videos and sentences with web image search2016
- Author(s)
  Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkila, and Naokazu Yokoya
- Organizer
  4th Workshop on Web-scale Vision and Social Media (VSM) in conjunction with ECCV 2016
- Place of Presentation
  Amsterdam
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16086
[Presentation] Video summarization using deep semantic features2016
- Author(s)
  Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkila, and Naokazu Yokoya
- Organizer
  13th Asian Conference on Computer Vision
- Place of Presentation
  Taipei
- Year and Date
  2016-11-20
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16086
[Presentation] 画像のコンテキストを保持した視覚的に自然なプライバシー保護処理2014
- Author(s)
  小山達也, 中島悠太, 馬場口登
- Organizer
  電子情報通信学会パターン認識・メディア理解研究会
- Place of Presentation
  早稲田大学, 東京
- Data Source
  KAKENHI-PROJECT-25730115
[Presentation] Real-time privacy protection system for social videos using intentionally-captured persons detection2013
- Author(s)
  Tatsuya Koyama, Yuta Nakashima, and Noboru Babaguchi
- Organizer
  2013 IEEE International Conference on Multimedia and Expo
- Place of Presentation
  The Fairmont San Jose, San Jose, USA
- Data Source
  KAKENHI-PROJECT-25730115
[Presentation] Inferring what the videogerpher wanted to capture2013
- Author(s)
  Yuta Nakashima and Naokazu Yokoya
- Organizer
  IEEE International Conference on Image Processing
- Place of Presentation
  Melbourne Convention and Exhibition Centre, Melbourne, Australia
- Data Source
  KAKENHI-PROJECT-25730115
[Presentation] テキスト記述を用いてユーザ意図を反映する映像要約
- Author(s)
  大谷まゆ, 中島悠太, 佐藤智和, 横矢直和
- Organizer
  平成26年電気関係学会関西連合大会
- Place of Presentation
  奈良先端科学技術大学院大学（奈良県生駒市）
- Year and Date
  2014-11-23 – 2014-11-24
- Data Source
  KAKENHI-PROJECT-25730115
[Presentation] テキストと映像の類似度を用いた映像要約
- Author(s)
  大谷まゆ, 中島悠太, 佐藤智和, 横矢直和
- Organizer
  電子情報通信学会パターン認識・メディア理解研究会
- Place of Presentation
  奈良先端科学技術大学院大学（奈良県生駒市）
- Year and Date
  2015-01-22 – 2015-01-23
- Data Source
  KAKENHI-PROJECT-25730115
[Presentation] Point trajectory-based inference of what the videographer wanted to capture
- Author(s)
  Yuta Nakashima and Naokazu Yokoya
- Organizer
  第18回画像の認識・理解シンポジウム
- Place of Presentation
  ホテル阪急エキスポパーク（大阪府吹田市）
- Year and Date
  2015-07-27 – 2015-07-30
- Data Source
  KAKENHI-PROJECT-25730115
[Presentation] Facial expression preserving privacy protection using image melding
- Author(s)
  Yuta Nakashima, Tatsuya Koyama, Naokazu Yokoya, and Noboru Babaguchi
- Organizer
  IEEE International Conference on Multimedia and Expo
- Place of Presentation
  トリノ（イタリア）
- Year and Date
  2015-06-29 – 2015-07-03
- Data Source
  KAKENHI-PROJECT-25730115
[Presentation] Textual description-based video summarization for video blogs
- Author(s)
  Mayu Otani, Yuta Nakashima, Tomokazu Sato, and Naokazu Yokoya
- Organizer
  IEEE International Conference on Multimedia and Expo
- Place of Presentation
  トリノ（イタリア）
- Year and Date
  2015-06-29 – 2015-07-03
- Data Source
  KAKENHI-PROJECT-25730115

1. 長原一 (80362648)

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Nakashima Yuta 中島 悠太

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Bias Mitigation for Deep Neural Networks by Concept-based Image DescriptorsPrincipal Investigator

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Visual Question Answering System with a Knowledge BasePrincipal Investigator

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Video summarization from a set of videos controlled by text inputPrincipal Investigator

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Inferring important regions attributed to a videographer's intentionPrincipal Investigator

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[Journal Article] Societal Bias in Vision-and-Language Datasets and Models2023

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[Journal Article] Automated grading system of retinal arterio-venous crossing patterns: A deep learning approach replicating ophthalmologist’s diagnostic process of arteriolosclerosis2023

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Nakashima Yuta 中島悠太