Bio

I'm an ELLIS Postdoc, joinly supervised by Prof. Andreas Geiger (University of Tübingen) and Prof. Siyu Tang (ETH Zürich). I obtained my Ph.D at Chinese Academy of Sciences (ShanghaiTech) Visual Intelligent Center (VIC) in 2022, working with Prof. Jingyi Yu, I was an intern at Disney Research LA and Hao Su's Lab during my Ph.D. Before that, I received my Bachelor degree in 2016 from Xidian University.

My research focuses on the intersection of computer graphics and computer vision, encompassing areas such as 3D representation learning, 3D reconstruction and generation, and neural rendering. I am currently investigating methods to optimize large 3D models faster and more affordable. My work will concentrate on generating 3D data from videos and simulations, towards a 3D foundation. I have a great passion on new things and ideas, my goal is to create magic and happiness. Outside my research, I love photography, badminton, and movie appreciation.

Services

Area Chair: CVPR 23/24, 3DV 24, NeurIPS 24
Journal reviewer: TOG, TIP, TPAMI, INFFUS ...
Conference reviewer: SIGGRAPH, SIGGRAPH Asia, ICCV, ECCV, ICLR, NeurIPS, AAAI ...
Workshop: Neural Rendering Intelligence (CVPR'24)

Publications

* denotes equal contribution or advising; † denotes corresponding author

2DGS: 2d gaussian splatting for geometrically accurate radiance fields
SIGGRAPH 2024
Binbin Huang, Zehao Yu, Anpei Chen, Andreas Geiger, Shenghua Gao
NeLF-Pro: Neural Light Field Probes
CVPR 2024
Zinuo You, Andreas Geiger, Anpei Chen†
Mip-Splatting: Alias-free 3D Gaussian Splatting
CVPR 2024 (Award candidate paper)
Zehao Yu, Anpei Chen†, Binbin Huang, Torsten Sattler, Andreas Geiger
MuRF: Multi-Baseline Radiance Fields
CVPR 2024
Haofei Xu, Anpei Chen, Yuedong Chen, Christos Sakaridis, Yulun Zhang,
Marc Pollefeys, Andreas Geiger*, Fisher Yu*
GraphDreamer: Compositional 3D Scene Synthesis from Scene Graphs
CVPR 2024
Gege Gao, Weiyang Liu, Anpei Chen, Andreas Geiger, Bernhard Schölkopf
Factor Fields: A Unified Framework for Neural Fields and Beyond
Anpei Chen, Zexiang Xu, Xinyue Wei, Siyu Tang, Hao Su, Andreas Geiger
Dictionary Fields: Learning a Neural Basis Decomposition
SIGGRAPH 2023 (Journal Track)
Anpei Chen, Zexiang Xu, Xinyue Wei, Siyu Tang, Hao Su, Andreas Geiger
Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstruction
ICCV 2023
Hansheng Chen, Jiatao Gu, Anpei Chen, Wei Tian, Zhuowen Tu, Lingjie Liu, Hao Su
SDFStudio: A Unified Framework for Surface Reconstruction
OpenSource Project (1.5K+ stars)
Zehao Yu, Anpei Chen, Bozidar Antic, Songyou Peng, Apratim Bhattacharyya,
Michael Niemeyer, Siyu Tang, Torsten Sattler, Andreas Geiger
NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields
IEEE VR 2023 (TVCG Journal Track)
Liangchen Song, Anpei Chen, Zhong Li, Zhang Chen, Lele Chen, Junsong Yuan, Yi Xu, Andreas Geiger
TensoRF: Tensorial Radiance Fields
ECCV 2022 (final scores: 1, 1, 1)
Most influential ECCV'22 papers #2
Anpei Chen*, Zexiang Xu*, Andreas Geiger, Jingyi Yu, Hao Su
ICARUS: A Lightweight Neural Plenoptic Rendering Architecture
Siggraph Asia 2022 (TOG Journal Track)
Chaolin Rao, Huangjie Yu, Haochuan Wan, Jindong Zhou, Yueyang Zheng, Yu Ma,
Anpei Chen, Minye Wu, Binzhe Yuan, Pingqiang Zhou, Xin Lou, Jingyi Yu
PREF: Phasorial Embedding Fields for Compact Neural Representation
Arxiv
Binbin Huang, Xinhao Yan, Anpei Chen, Shenghua Gao, Jingyi Yu
Anisotropic Fourier Features for Image-Based Rendering and Relighting
AAAI 2022 (Oral)
Huangjie Yu, Anpei Chen, Xin Chen, Lan Xu, Ziyu Shao, Jingyi Yu
MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo
ICCV 2021
Anpei Chen*, Zexiang Xu*, Fuqiang Zhao, Xiaoshuai Zhang, Fanbo Xiang, Jingyi Yu, Hao Su
GNeRF: GAN-based Neural Radiance Field without Posed Camera
ICCV 2021 (Oral)
Quan Meng, Anpei Chen, Haimin Luo, Minye Wu, Hao Su, Lan Xu, Xuming He, Jingyi Yu
ConvNeRF: Convolutional Neural Opacity Radiance Fields
ICCP 2021
Haimin Luo, Anpei Chen, Qixuan Zhang, Bai Pang, Minye Wu, Lan Xu, Jingyi Yu
SofGAN: A Portrait Image Generator with Dynamic Styling
Transactions on Graphics (TOG)
Anpei Chen*, Ruiyang Liu*, Ling Xie, Zhang Chen, Hao Su, Jingyi Yu
A neural rendering framework for free-viewpoint relighting
CVPR 2020
Zhang Chen, Anpei Chen, Guli Zhang, Chengyuan Wang, Yu Ji, Kiriakos N Kutulakos, Jingyi Yu
Photo-Realistic Facial Details Synthesis from Single Image
ICCV 2019 (Oral)
Anpei Chen, Zhang Chen, Guli Zhang, Ziheng Zhang, Kenny Mitchell, Jingyi Yu
Sparse photometric 3d face reconstruction guided by morphable models
CVPR 2019
Xuan Cao, Zhang Chen, Anpei Chen, Xin Chen, Shiying Li, Jingyi Yu
Learning semantics-aware distance map with semantics layering network for amodal instance segmentation
ACM MM 2019
Ziheng Zhang*, Anpei Chen*, Ling Xie, Jingyi Yu, Shenghua Gao
Refocusable Gigapixel Panoramas for Immersive VR Experiences
TVCG 2019
Wentao Lyu, Peng Ding, Yingliang Zhang, Anpei Chen, Minye Wu, Shu Yin, Jingyi Yu
Deep surface light fields
I3D 2018
Anpei Chen, Minye Wu, Yingliang Zhang, Nianyi Li, Jie Lu, Shenghua Gao, Jingyi Yu