Anpei Chen (陈安沛) - Inception3D (original) (raw)

Bio

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

My research focuses on computer graphics, computer vision, and spatial intelligence, encompassing areas such as visual representation learning, 3D reconstruction & generation, and physics, with the goal of efficiently understanding 3D from 2D. I have a great passion for new things and ideas; my goal is to create magic and happiness.

Services

Publications

* denotes equal contribution or advising; † denotes corresponding author

R3: 3D Reconstruction via Relative Regression

arXiv 2026

Motion 3-to-4: 3D Motion Reconstruction for 4D Synthesis

CVPR 2026

Hongyuan Chen, Xingyu Chen, Youjia Zhang, Zexiang Xu, Anpei Chen

TTT3R: 3D Reconstruction as Test-Time Training

ICLR 2026

Xingyu Chen, Yue Chen, Yuliang Xiu, Andreas Geiger, Anpei Chen

Easi3R: Estimating Disentangled Motion from DUSt3R Without Training

ICCV 2025

Xingyu Chen, Yue Chen, Yuliang Xiu, Andreas Geiger, Anpei Chen†

GenFusion: Closing the Loop between Reconstruction and Generation via Videos

CVPR 2025

Sibo Wu, Congrong Xu, Binbin Huang, Andreas Geiger, Anpei Chen†

Ref-GS: Directional Factorization for 2D Gaussian Splatting

CVPR 2025

Youjia Zhang, Anpei Chen†, Yumin Wan, Zikai Song, Junqing Yu, Yawei Luo, Wei Yang†

Feat2GS: Probing Visual Foundation Models with Gaussian Splatting

CVPR 2025

Yue Chen, Xingyu Chen, Anpei Chen, Gerard Pons-Moll, Yuliang Xiu

LaRa: Efficient Large-Baseline Radiance Fields

ECCV 2024

Anpei Chen, Haofei Xu, Stefano Esposito, Siyu Tang, Andreas Geiger

2DGS: 2D Gaussian Splatting for Geometrically Accurate Radiance Fields

SIGGRAPH 2024 (Most influential SIG'24 papers #1)

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 (Oral, Best Student 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

Paper

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 (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

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

SofGAN: A Portrait Image Generator with Dynamic Styling

TOG 2021

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

Deep surface light fields

I3D 2018

Anpei Chen, Minye Wu, Yingliang Zhang, Nianyi Li, Jie Lu, Shenghua Gao, Jingyi Yu