About Me

Here is Naiyu Fang (房乃玉).

• I was born in 1996 in Weifang, Shandong Province.
• I am a Research Fellow 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 State Key Lab of CAD&CG and the State Key Laboratory of Fluid Power & Mechatronic Systems.

• 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: Research Fellow, Nanyang Technological University

Education Experience

• Sep 2019 - June 2024: Ph.D., Zhejiang University
• Sep 2015 - June 2019: B.Eng., 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

-Multi-Modal autonomous driving upstream tasks It focuses on the precision and efficiency challenges in multi-modal perception tasks. I have conducted research on 3D semantic occupancy prediction conditioned on camera and LiDAR inputs, BEV semantic segmentation using multi-view cameras, and multi-frame monocular depth estimation with efficiency-oriented cue fusion.

-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.