About Me

Here is Naiyu Fang (房乃玉).

• I was born in 1996 in Weifang, Shandong Province.
• I am a Postdoc at S-Lab, Nanyang Technological University, researching with Prof. Guosheng Lin
• I got my PhD degree at Zhejiang University, under the supervision of Prof. Shuyou Zhang and Prof. Lemiao Qiu. Our research Group is affiliated to the State Key Laboratory of Fluid Power & Mechatronic Systems and State Key Lab of CAD&CG.

• My reserach interest focuses on Computer Vision, Autonomous Driving, and Virtual Try-on.

• You can contact me at naiyu.fang@ntu.edu.sg or FangNaiyu@zju.edu.cn

Work Experience

• Aug 2024 - Present: Postdoc, Nanyang Technological University

Education Experience

• Sep 2019 - June 2024: PhD in Mechanical Engineering, Zhejiang University
• Sep 2015 - June 2019: B.Eng. in Mechanical Engineering, Dalian University of Technology
• Sep 2012 - June 2015: General Senior High School, Zhucheng No. 1 Middle School.

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Research Interests

• Computer Vision
• Autonomous Driving
• Virtual Try-on

-Visual-only autonomous driving upstream tasks: It centered on the precision and efficiency issues in camera image-based perception of surrounding scenes. I have conducted the semantic segmentation task of vehicle and road on bird’s-eye view plane, and an efficiency-oriented cue fusion task for multi-frame monocular depth estimation.

-Image-based virtual try-on visual tasks: It revolved around visual realism and representation form issues. I have proposed a progressive pipeline of virtual try-on, a learning paradigm of garment transfer through cross-task knowledge distillation, an unsupervised synthesis method of garment images, and an image sequence inference method via pose interpolation.

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News and Updates

• Aug 2024: I joint S-Lab officially as a research fellow.
• Jun 2024: I got my PhD degree finally.
• Feb 2024: Recommended as Outstanding Graduates of Zhejiang Province.
• Jan 2024: One paper is accpeted to RAL.
• Jan 2024: One paper is accpeted to TMM.
• Dec 2023: One paper is accpeted to TITS.
• Oct 2023: Happy to be awarded the National Scholarship.
• Dec 2022: One paper is accpeted to PR.
• Sep 2022: One paper is accpeted to TMM.