Yutong Zhou is a Postdoc Researcher at the Leibniz Centre for Agricultural Landscape Research (ZALF). Before that, she received her Ph.D. degree at Ritsumeikan University in 2023. She was supervised by Prof. Nobutaka Shimada.
Her research interests focus on computer vision and deep learning, particularly in Generative Models, Multi-modal Vision and Language. She is concentrating on Artificial Intelligence × Biodiversity × Smart agriculture, surrounding the goals of ‘Global Sustainability for Better AI’ and ‘AI for Best Global Sustainability’.
🌟 Avid photographer capturing moments and telling stories through her lens. When not coding, you’ll find her exploring nature trails🏕️ or experimenting with new recipes in the kitchen🍳.
News
- 2024.11: 🎉 Be invited as a speaker of "Science for all: Diverse voices on the box" at Berlin Science Week.
- 2024.09: 🎉 Be awarded travel funding from NeurIPS 2024 Workshop (WiML 2024).
- 2024.08: 🎉 One paper is accepted to ECCV 2024 Workshop (CVPPA 2024).
- 2024.07: 🔥 Awesome-Text-to-Image has reached 2k+ stars!
- 2023.07: 🎉 Defend thesis titled "Image Generation, Manipulation and Evaluation Towards Well-Being"!
- 2023.04: 🔥 Awesome-Text-to-Image has reached 1k+ stars!
- 2023.04: 🎉🎉 Two papers are accepted to CVPRW 2023 (GCV & WiCV 2023).
- 2022.07: 🎉 One paper is accepted to ACMMM 2022 Workshop (CEA++ 2022).
- 2021.12: Be awarded Best Poster Award at FG 2021.
- 2021.08: One paper is accepted to ACMMM 2021 Doctoral Symposium.
- 2021.07: I am selected as an NEXT Fellowship Program Student of MEXT.
- 2021.07: One paper is accepted to FG 2021.
📖 Education
- Sep. 2020 ~ Sep. 2023 Ph.D. Information Science and Engineering, Ritsumeikan University, Japan (GPA: 5.0/5.0)
- Sep. 2018 ~ Sep. 2020 M.E. Information Science and Engineering, Ritsumeikan University, Japan (GPA: 4.76/5.0)
- Sep. 2016 ~ Sep. 2018 B.E. Information Science and Engineering, Ritsumeikan University, Japan
- Sep. 2014 ~ Sep. 2018 B.E. Software Engineering, Dalian University of Technology, China
📝 Publications
📚 Survey
- [CVPR 2023-GCV] Vision + Language Applications: A Survey [Poster] [Project]
- Yutong Zhou and Nobutaka Shimada
🍽 Aesthetic Box Lunch Presentation Design
- [CVPR 2023-WiCV] Design a Delicious Lunchbox in Style [Poster]
- Yutong Zhou
- [ACMMM 2022-CEA++] (Oral) ABLE: Aesthetic Box Lunch Editing [Dataset]
- Yutong Zhou and Nobutaka Shimada
🙋🏻♀️ Text-to-Face Generation
- [FG 2021] (Best Poster Award) Generative Adversarial Network for Text-to-Face Synthesis and Manipulation with Pretrained BERT Model [Dataset]
- Yutong Zhou and Nobutaka Shimada
- [ACMMM 2021-Doctoral Symposium] (Oral) Generative Adversarial Network for Text-to-Face Synthesis and Manipulation [Video]
- Yutong Zhou
🌧 Video Deraining and Desnowing
- [SN Computer Science] Rain Streaks and Snowflakes Removal for Video Sequences via Motion Compensation and Matrix Completion [Video]
- Yutong Zhou and Nobutaka Shimada
- [ACPR 2019] (Oral) Using Motion Compensation and Matrix Completion Algorithm to Remove Rain Streaks and Snow for Video Sequences
- Yutong Zhou and Nobutaka Shimada
🏆 Honors
Award
- 2024 Travel Award WiML Workshop at NeurIPS2024 ($1,685)
- 2023 Travel Award WiCV Workshop at CVPR2023 ($1,200)
- 2022 Excellent Paper Award Association of Chinese Alumni (10 winners in Japan)
- 2022 Research Paper Award Ritsumeikan University (11 winners)
- 2021 Best Poster Award IEEE International Conference on Automatic Face and Gesture Recognition 2021 (Top 5%)
- 2020 Research Paper Award Ritsumeikan University (10 winners)
Scholarship
- 2021~2023 NEXT Fellowship of MEXT Graduate School at Ritsumeikan University (15 winners)
- 2020~2023 Fully Funded Scholarship Graduate School at Ritsumeikan University (Top 5%)
- 2019~2020 Asahi Glass Foundation For International Students (6 winners in Japan)
- 2018~2020 Fully Funded Scholarship Graduate School at Ritsumeikan University (Top 5%)
- 2017~2018 Fully Funded Scholarship International undergraduate students at Ritsumeikan University (Top 5%)
🌱 Research Experience
Postdoc Researcher
[Dec. 2023 ~ Nov. 2024]
- BiodivKI Project - KICS-Zert: AI and citizen science-supported monitoring of certified biodiversity.
NEXT Research Fellow
[Apr. 2021 ~ Sep. 2023]
- Supported by JST, the establishment of university fellowships towards the creation of science and technology innovation, Grant Number JPMJFS2146.
Assistant Academic Advisor
[Apr. 2020 ~ Sep. 2023]
- Assist undergraduate students and master students in accomplishing their academic goals.
- Apr.2020–Apr.2021 Face-glasses Pair Composition
- Apr.2020–Apr.2022 Neural Sign Language Translation
- Sep.2022–Sep.2023 Controllable Text-to-Image Generation and Manipulation
Research Coach
[Jul. 2022 ~ Feb. 2023]
- Advising senior high school researchers from the standpoint of a young researcher.
- Supported by the consortium to discover and nurture Shiga-growing industries.
Research Assistant
[Sep. 2020 ~ Jul. 2021]
- Worked on ingredients placement order & location prediction for industrial automatic robotics.
Teaching Assistant
[Sep. 2018 ~ Aug. 2020]
🍬 Academic Services
Invited Talk
- Science For All: Diverse Voices on The Box @ Berlin Science Week [Website]
- Soapbox Science Berlin, LGBTQ+ STEM Berlin (2 November,2024)
Organizer
Programme Committee
- European Conference on Artificial Intelligence (ECAI) <2024>
Journal Reviewer
Conference Reviewer
- [Ethics Reviewer] Neural Information Processing Systems (NeurIPS) <2024>
- AI for Visual Arts Workshop and Challenges (AI4VA) @ ECCV <2024>
- Out Of Distribution Generalization in Computer Vision (OOD-CV) workshop @ ECCV <2024>
- Women in Computer Vision workshop (WiCV) @ CVPR <2024> @ ECCV <2024>
- ACM International Conference on Multimedia (ACM MM) <2024>
- IEEE International Conference on Automatic Face & Gesture Recognition (FG) <2021>,<2024>,<2025>
Director for General Academic Exchange Committee
- Association of Chinese Alumni in Japan 2022~2023
☃️ Useful Resources
🤹🏻♀️ Better Life
- HowToLiveLonger: A programmer’s guide to live longer.
👩🏻💻 Better Academic
- AI Conference Deadlines: Countdowns to top CV/NLP/ML/Robotics/AI conference deadlines.
- awesome-chatgpt-prompts: A collection of prompt examples to be used with the ChatGPT model.
- ChatPaper: Use ChatGPT to summarize papers.
- nlp-phd-global-equality: Resources to Help Global Equality for PhDs in NLP / AI.