Xin Huang 黄鑫 Northwestern Polytechnical University xinhuang mail.nwpu.edu.cn

Biography I am currently a final year Ph.D. student in the School of Computer Science of Northwestern Polytechnical University (NPU), supervised by Prof. Qing Wang. My research interests lie in 3D vision and computational photography, with a particular focus on Neural Radiance Fields (NeRF), Neural Camera Models, and 3D AI-Generated Content (AIGC). From 2021 to 2023, I worked as a research intern at the Visual Computing Center, Tencent AI Lab, under the mentorship of Qi Zhang. I also interned with the 3D Vision and Computational Photography Group at Tsinghua University, guided by Prof. Yebin Liu. Currently, I am a research intern at Shanghai AI Lab, collaborating with Tengfei Wang and Ziwei Liu. I obtained my Bachelor's degree from the School of Computer Science, NPU, in 2020.

News

[2024/08/23] LTM-NeRF got accepted by IEEE TPAMI 2024! 🎉
[2024/02/27] HumanNorm got accepted by CVPR 2024! 🎉
[2023/12/26] The code of HumanNorm has been released.
[2023/02/28] Two first-author papers LIRF and NeuCam got accepted by CVPR 2023! 🎉🎉
[2022/06/08] The code of HDR-NeRF has been released.
[2022/03/03] One first-author papers HDR-NeRF got accepted by CVPR 2022! 🎉
[2021/08/14] I started an internship at Tencent AI Lab.

Publications

	LTM-NeRF: Embedding 3D Local Tone Mapping in HDR Neural Radiance Field  Xin Huang, Qi Zhang, Ying Feng, Hongdong Li, Qing Wang IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI 2024)   Home    Paper
	HumanNorm: Learning Normal Diffusion Model for High-quality and Realistic 3D Human Generation  Xin Huang*, Ruizhi Shao*, Qi Zhang, Hongwen Zhang, Ying Feng, Yebin Liu, Qing Wang Computer Vision and Pattern Recognition 2024 (CVPR 2024)   Home    Code    arXiv    Video
	Inverting the Imaging Process by Learning an Implicit Camera Model  Xin Huang, Qi Zhang, Ying Feng, Hongdong Li, Qing Wang Computer Vision and Pattern Recognition 2023 (CVPR 2023)   Home    Code    arXiv    Video
	Local Implicit Ray Function for Generalizable Radiance Field Representation  Xin Huang, Qi Zhang, Ying Feng, Xiaoyu Li, Xuan Wang, Qing Wang Computer Vision and Pattern Recognition 2023 (CVPR 2023)   Home    arXiv    Video
	HDR-NeRF: High Dynamic Range Neural Radiance Fields  Xin Huang, Qi Zhang, Ying Feng, Hongdong Li, Xuan Wang, Qing Wang Computer Vision and Pattern Recognition 2022 (CVPR 2022)   Home    Code    arXiv    Video
	Stereo Unstructured Magnification: Multiple Homography Image for View Synthesis  Qi Zhang, Xin Huang, Ying Feng, Xue Wang, Hongdong Li, Qing Wang arXiv 2022   arXiv
	SA-AE for Any-to-Any Relighting  Zhongyun Hu, Xin Huang, Yaning Li, Qing Wang European Conference on Computer Vision Workshops: (ECCV 2020 Workshops)   Paper

Talks

高动态范围神经辐射场—HDR-NeRF (深蓝学院)

Honors and Awards

Outstanding Graduate Students (Top 6%) in Northwestern Polytechnical University, 2020.

Champion in China Robot Competition - Dancing Robots Project, 08/2019.

Champion in China Robot Competition - Dancing Robots Project, 08/2018.

Meritorious Winner (Top 7.2\%) in International Mathematical Contest in Modeling (MCM), 02/2018.

Outstanding Students in Northwestern Polytechnical University, 2017 and 2019.

First Prize ($7,200) in Face Recognition Hackathon, Shaanxi, China, 11/2017.