Hongkuan Zhang
Affiliation
Takeda & Sasano Natural Language Processing Research Group,
Department of Intelligent Systems, Graduate School of Informatics, Nagoya University.
Takeda & Sasano Natural Language Processing Research Group,
Department of Intelligent Systems, Graduate School of Informatics, Nagoya University.
- Research Interests
- Multimodal, Image/Video Captioning
Curriculum Learning, Information Extraction. - Hobby
- Travel, Movie, Photography.
- Language Skills
- Mandarin Chinese(Native), Cantonese, English, Japanese.
- Contact
- zhkleciel@gmail.com,
zhang.hongkuan.k5@s.mail.nagoya-u.ac.jp
Education
- Nagoya University (2020-Present)
Ph.D. student in Graduate School of Informatics.
- Nagoya University (2018-2020)
Master in Graduate School of Informatics.
- Guangdong University of Technology (2013-2017)
Bachelor in College of Information Engineering.
Research Publications
- Considerations on Automatically Captioning Driving Scenes for Identifying Potential Risks
Hongkuan Zhang, Ryohei Sasano, Koichi Takeda
Presentation at the 7th International Symposium on Future Active Safety Technology Toward Zero Traffic Accidents (FAST-zero 2023) - Extending TrOCR for Text Localization-Free OCR of Full-Page Scanned Receipt Images
Hongkuan Zhang, Edward Whittaker, Ikuo Kitagishi
In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV Workshop 2023), pp.1479-1485 (2023.10) - クロスモーダル類似度に基づくカリキュラム学習による画像キャプション生成
張 宏寛, 菅原 朔, 相澤 彰子, 周 雷, 笹野 遼平, 武田 浩一
In Proceedings of the Annual Meeting of the Association for Natural Language Processing (ANLP 2023) - Cross-Modal Similarity-Based Curriculum Learning for Image Captioning
Hongkuan Zhang, Saku Sugawara, Akiko Aizawa, Lei Zhou, Ryohei Sasano, Koichi Takeda
In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), pp.7599–7606 (2022.12) - Annotation Guidelines for Medication Errors in Incident Reports: Validation Through a Mixed Methods Approach
Zoie SY Wong, Yuchen Qiao, Ryohei Sasano, Hongkuan Zhang, Kenichiro Taneda, Shin Ushiro
Studies in Health Technology and Informatics (HTI), Vol 290, pp.354-358 (2022.6) - Driving Behavior Aware Caption Generation for Egocentric Driving Videos Using In-Vehicle Sensors
Hongkuan Zhang , Koichi Takeda, Ryohei Sasano, Yusuke Adachi, Kento Ohtani
In Proceedings of the 2021 IEEE Intelligent Vehicles Symposium Workshops (IV 2021), pp.287-292 (2021.7) - Development of a Medical Incident Report Corpus with Intention and Factuality Annotation
Hongkuan Zhang , Ryohei Sasano, Koichi Takeda, Zoie Shui-Yee Wong
In Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC 2020), pp.4580-4586 (2020.5)
Repositories
- Intention and Factuality Annotated Medical Incident Reports Corpus (IFMIR-Corpus)
Awards
- Meritourious Winner(Top 8%) in the 18th Interdisciplinary Contest in Modeling (ICM) | America. | 2016
- Data Analysis Award in the Summer School at the Chulalongkorn University | Bangkok, Thailand. | 2019
Internships
- Summer internship in the NEC data science research institute as the research assistant | Kawasaki, Japan. | 2018
- Internship in the Best Path Research as the research assistant | Tokyo, Japan. | 2022
Research Projects
- From Reports to Knowledge for Patient Safety Improvement through Advancements in Artificial Intelligence | 2018-2020
- Research and Development of Artificial Intelligence for Verbalizing the grounds of judgement | 2020-2023