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

• 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

• 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

Organizer/Super Volunteer

• Women in Machine Learning (WiML) Social @ ICLR <◻2024>

Programme Committee

• European Conference on Artificial Intelligence (ECAI) <◻2024>

Journal Reviewer

• Signal, Image and Video Processing 2022
• Fractal and Fractional 2022

Conference Reviewer

• Women in Computer Vision workshop (WiCV) @ CVPR <◻2024>
• ACM International Conference on Multimedia (ACM MM) <◻2024>
• IEEE International Conference on Automatic Face & Gesture Recognition (FG) <◻2021>,<◻2024>

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.