Xiao Pan (潘啸)

Hi there!

I am a third-year Ph.D. student at the School of Software Technology (SST) at Zhejiang University, supervised by Prof. Yi Yang.

I received my B.E. degree from the college of Control Science and Engineering (CSE) at Zhejiang University in 2019. I spent two more years (2019 - 2021) in CSE as a postgraduate before transferring to CST for pursuing a Ph.D..

I am visiting Nanyang Technological University, supervised by Prof. Ying Wei.

I am scheduled to graduate in June 2025, and am looking for potential job positions.

Xiao Pan (潘啸)

xiaopan@zju.edu.cn

School of Software Technology
Zhejiang University
Hangzhou, China

Google Scholar

Github

Research Interest

3D Reconstruction/Generation: Reconstructing 3D from sparse information, e.g., one‐shot/few‐shot reconstruction with the help of pre‐trained priors. Also interested in leveraging AI Generated Contents (AIGC) to improve the details of reconstruction.

Human Reconstrution/Animation: The intersection of 3D reconstruction and human priors, aiming at reconstructing high‐quality and highly animatable digital humans.

Self‐supervised Learning: Learning discriminative or generative knowledge via a bunch of unlabelled datasets.

Publications

Peer-reviewed

[ICCV 2023] TransHuman: A Transformer-based Human Representation for Generalizable Neural Human Rendering
Xiao Pan, Zongxin Yang, Jianxin Ma, Chang Zhou, Yi Yang
[PR 2023] Dynamic Gradient Reactivation for Backward Compatible Person Re-identification
Xiao Pan, Hao Luo, Weihua Chen, Fan Wang, Hao Li, Wei Jiang, Jianming Zhang, Jianyang Gu, Peike Li
[ACM MM 2022] In-N-Out Generative Learning for Dense Unsupervised Video Segmentation
Xiao Pan, Peike Li, Zongxin Yang, Huiling Zhou, Chang Zhou, Hongxia Yang, Jingren Zhou, Yi Yang
[KBS 2022] SFGN: Representing the Sequence with One Super Frame for Video Person Re-identification
Xiao Pan, Hao Luo, Wei Jiang, Jianming Zhang, Jianyang Gu, Peike Li

Preprints

[arXiv 2024] GD^ 2-NeRF: Generative Detail Compensation via GAN and Diffusion for One-shot Generalizable Neural Radiance Fields
Xiao Pan, Zongxin Yang, Shuai Bai, Yi Yang

Education

B.E. College of Control Science and Engineering, Zhejiang University, 2015 - 2019

M.E. College of Control Science and Engineering, Zhejiang University, 2019 - 2021

Ph.D. School of Software Technology, Zhejiang University, 2021 - Present

Work Experience

Alibaba Qwen Lab: Research intern, Pre-training on vision, 2021/06 - 2024/03

Nanyang Technological University: Visiting student, Multimodality in LLM for chemistry, 2024/06 - 2025/06

Selected Awards

2023 Academic Excellence Scholarship, School of Software Technology, Zhejiang University

2022 National Scholarship, School of Software Technology, Zhejiang University

2021 1st of National College Student Art Exhibition, Ministry of Education, PRC

Miscs

I started to play ErHu (one of the most ancient Chinese traditional instruments with two strings) when I was 4 years old, taught by my father.

I was the head and concert master of Wenqin National Orchestra of Zhejiang University, where I spent 6 enjoyable years (2015 - 2021) and made many friends for life.

drawing drawing

I am interested in Chinese calligraphy, and practice it sometimes.

I also take photographs in my spare time.