YU Yi ュイ

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Yu Yi ュイ

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Researcher Number	00754681
Affiliation (Current)	2025: 広島大学, 先進理工系科学研究科(工), 准教授
Affiliation (based on the past Project Information) *help	2016 – 2021: 国立情報学研究所, コンテンツ科学研究系, 特任助教 2015: 国立情報学研究所, コンテンツ科学研究系, 助教
Review Section/Research Field	Principal Investigator Basic Section 60080:Database-related / Multimedia database / Learning support system
Keywords	Principal Investigator cross-modal retrieval / zero-shot / cross-modal embedding / Cross-Modal Embedding / Cross-Modal Correlation / 情報検索 / パーソナライズド推薦 / イベント検出 / 情報融合 / マルチモーダル分析 … More / 文書及び画像間クロスモーダル検索 / ディープハッシング / マルチモーダルディープラーニング / Category-Based Deep CCA / venue discovery / CCA / Deep Learning / Multimodal learning / Cross-modal retrieval / Venue discovery / オンライン学習 / ソーシャルメディア / ビデオペディア / マルチモーダルフュージョン / トピックモデリング / 教育用ブログ / レクチャービデオレコメンデーション Less

Research Projects
(3 results)
Research Products
(15 results)

Zero-shot Cross-modal Embedding LearningPrincipal Investigator
- Principal Investigator
  
  Yu Yi
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60080:Database-related
- Research Institution
  National Institute of Informatics
Participatory Sensing and Felicitous Recommending of VenuesPrincipal Investigator
- Principal Investigator
  
  Yu Yi
- Project Period (FY)
  2016 – 2019
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Multimedia database
- Research Institution
  National Institute of Informatics
Efficient E-Learning Recommendation by Leveraging Social Media DataPrincipal Investigator
- Principal Investigator
  
  ュイ
- Project Period (FY)
  2015
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Learning support system
- Research Institution
  National Institute of Informatics

All 2022 2020 2019 2018 2017 2016 2015

All Journal Article Presentation

[Journal Article] Deep Triplet Neural Networks with Cluster-CCA for Audio-Visual Cross-Modal Retrieval2020
- Author(s)
  Donghuo Zeng, Yi Yu, Keizo Oyama
- Journal Title
  
  ACM Transaction on Multimedia Computing Communication and Applications
  
  Volume: 16 Pages: 1-23
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11987
[Journal Article] Ensemble super-resolution with a reference dataset2019
- Author(s)
  Junjun Jiang, Yi Yu, Zheng Wang, Suhua Tang, and Ruimin Hu
- Journal Title
  
  IEEE Transactions on Cybernetics, pp.1-15, 2019.
  
  Volume: No Pages: 1-15
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16058
[Journal Article] Category-Based Deep CCA for Fine-Grained Venue Discovery from Multimodal Data2019
- Author(s)
  Yi Yu, Suhua Tang, Kiyoharu Aizawa, and Akiko Aizawa
- Journal Title
  
  IEEE Transaction on Neural Network and Learning System
  
  Volume: 30 Issue: 4 Pages: 1250-1258
- DOI
  10.1109/tnnls.2018.2856253
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16058
[Journal Article] Leveraging Multimodal Information for Event Summarization and Concept-level Sentiment Analysis2016
- Author(s)
  Rajiv Ratn Shah, Yi Yu, Akshay Verma, Suhua Tang, Anwar Dilawar Shaikhe, Roger Zimmermann
- Journal Title
  
  Journal of Knowledge-Based Systems
  
  Volume: 108 Pages: 102-109
- DOI
  10.1016/j.knosys.2016.05.022
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16058
[Presentation] Melody generation from lyrics using three branch conditional LSTM-GAN2022
- Author(s)
  Abhishek Srivastava, Wei Duan, Rajiv Ratn Shah, Jianming Wu, Suhua Tang, Wei Li, and Yi Yu
- Organizer
  28th International Conference on Multimedia Modeling (MMM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11987
[Presentation] MusicTM-Dataset for joint representation learning among sheet music, lyrics, and musical audio2020
- Author(s)
  Donghuo Zeng, Yi Yu, and Keizo Oyama
- Organizer
  The 8th Conference on Sound and Music Technology, Lecture Notes in Electrical Engineering
- Data Source
  KAKENHI-PROJECT-19K11987
[Presentation] Unsupervised generative adversarial alignment representation for sheet music, audio and lyrics2020
- Author(s)
  Donghuo Zeng, Yi Yu, and Keizo Oyama
- Organizer
  IEEE International Conference on Multimedia Big Data 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11987
[Presentation] Audio-Visual embedding for cross-modal music video retrieval through Supervised Deep CCA2018
- Author(s)
  Donghuo Zeng, Yi Yu, Keizo Oyama
- Organizer
  IEEE International Symposium on Multimedia
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16058
[Presentation] VenueNet: Fine-Grained Venue Discovery by Deep Correlation Learning2017
- Author(s)
  Yi Yu, Suhua Tang, Kiyoharu Aizawa, Akiko Aizawa
- Organizer
  The 19th IEEE International Symposium on Multimedia (ISM 2017)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16058
[Presentation] Deep Multi-label Hashing for Large-Scale Visual Search Based on Semantic Graph2017
- Author(s)
  Chunlin Zhong, Yi Yu, Suhua Tang, Shin'ichi Satoh, Kai Xing
- Organizer
  APWeb/WAIM 2017
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16058
[Presentation] PROMPT: Personalized User Tag Recommendation for Social Media Photos Leveraging Personal and Social Contexts2016
- Author(s)
  Rajiv Ratn Shah, Anupam Samanta, Deepak Gupta, Yi Yu, Suhua Tang, Roger Zimmermann
- Organizer
  IEEE International Symposium on Multimedia
- Place of Presentation
  San Jose, California, USA
- Year and Date
  2016-12-11
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16058
[Presentation] VIDEOPEDIA: Lecture Video Recommendation for Educational Blogs Using Topic Modeling2016
- Author(s)
  Subhasree Basu, Yi Yu, Vivek K. Singh, and Roger Zimmermann
- Organizer
  The 22th International Conference on Multimedia Modeling (MMM’16) pp.238-250
- Place of Presentation
  Miami, USA
- Year and Date
  2016-01-04
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H06829
[Presentation] Concept-Level Multimodal Ranking of Flickr Photo Tags via Recall Based Weighting2016
- Author(s)
  Rajiv Ratn Shah, Yi Yu, Suhua Tang, Shin’ichi Satoh, Akshay Verma, Roger Zimmermann
- Organizer
  Multimedia COMMONS Workshop at ACM Multimedia 2016
- Place of Presentation
  Amsterdam, The Netherlands
- Year and Date
  2016-10-15
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16058
[Presentation] Fuzzy Clustering of Lecture Videos Based on Topic Modeling2016
- Author(s)
  Subhasree Basu, Yi Yu, and Roger Zimmermann
- Organizer
  14th Workshop on Content-Based Multimedia Indexing (CBMI), 2016
- Place of Presentation
  Bucharest, Romania
- Year and Date
  2016-06-15
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H06829
[Presentation] TRACE: A linguistic-based approach for automatic lecture video segmentation leveraging Wikipedia texts2015
- Author(s)
  Rajiv Ratn Shah, Yi Yu, Anwar Shaikh, and Roger Zimmermann
- Organizer
  The IEEE International Symposium on Multimedia, 2015, pp.217-220
- Place of Presentation
  Miami, USA
- Year and Date
  2015-12-14
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H06829

YU Yi ュ イ

Yu Yi ュ イ

Research Projects

Research Products

Zero-shot Cross-modal Embedding LearningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Participatory Sensing and Felicitous Recommending of VenuesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Efficient E-Learning Recommendation by Leveraging Social Media DataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Deep Triplet Neural Networks with Cluster-CCA for Audio-Visual Cross-Modal Retrieval2020

Author(s)

Journal Title

Data Source

[Journal Article] Ensemble super-resolution with a reference dataset2019

Author(s)

Journal Title

Data Source

[Journal Article] Category-Based Deep CCA for Fine-Grained Venue Discovery from Multimodal Data2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Leveraging Multimodal Information for Event Summarization and Concept-level Sentiment Analysis2016

Author(s)

Journal Title

DOI

Data Source

[Presentation] Melody generation from lyrics using three branch conditional LSTM-GAN2022

Author(s)

Organizer

Data Source

[Presentation] MusicTM-Dataset for joint representation learning among sheet music, lyrics, and musical audio2020

Author(s)

Organizer

Data Source

[Presentation] Unsupervised generative adversarial alignment representation for sheet music, audio and lyrics2020

Author(s)

Organizer

Data Source

[Presentation] Audio-Visual embedding for cross-modal music video retrieval through Supervised Deep CCA2018

Author(s)

Organizer

Data Source

[Presentation] VenueNet: Fine-Grained Venue Discovery by Deep Correlation Learning2017

Author(s)

Organizer

Data Source

[Presentation] Deep Multi-label Hashing for Large-Scale Visual Search Based on Semantic Graph2017

Author(s)

Organizer

Data Source

[Presentation] PROMPT: Personalized User Tag Recommendation for Social Media Photos Leveraging Personal and Social Contexts2016

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] VIDEOPEDIA: Lecture Video Recommendation for Educational Blogs Using Topic Modeling2016

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] Concept-Level Multimodal Ranking of Flickr Photo Tags via Recall Based Weighting2016

Author(s)

Organizer

Place of Presentation

YU Yi ュイ

Yu Yi ュイ