Rui Peng (彭 瑞)

I'm currently a PHD candidate in National Engineering Research Center of Visual Technology at Peking University, supervised by Prof. Ronggang Wang. Before that, I received my B. Eng. degree with honors at Chongqing University in 2020. My research interests always lie in the field of 3D vision, including depth estimation, multi-view stereo, neural rendering, surface reconstruction and gaussian splatting, and I'm greatly interested in 3D recontruction, AIGC, generative model and autonomous driving. I'll graduate before Jul. 2025 and am looking for a suitable position!

Publications

Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis

Rui Peng, Wangze Xu, Luyang Tang, Liwei Liao, Jianbo Jiao, Ronggang Wang

Paper | Code

VideoMV: Consistent Multi-View Generation Based on Large Video Generative Model

Qi Zuo*, Xiaodong Gu*, Lingteng Qiu, Yuan Dong, Zhengyi Zhao, Weihao Yuan, Rui Peng, Siyu Zhu, Zilong Dong, Liefeng Bo, Qixing Huang

Paper | Code

Surface-Centric Modeling for High-Fidelity Generalizable Neural Surface Reconstruction

Rui Peng, Shihe Shen, Kaiqiang Xiong, Huachen Gao, Jianbo Jiao, Xiaodong Gu, Ronggang Wang

Paper | Code

Disentangled Generation and Aggregation for Robust Radiance Fields

Shihe Shen*, Huachen Gao*, Wangze Xu, Rui Peng, Luyang Tang, Kaiqiang Xiong, Jianbo Jiao, Ronggang Wang

Paper | Code

MVPGS: Excavating Multi-view Priors for Gaussian Splatting from Sparse Input Views

Wangze Xu, Huachen Gao, Shihe Shen, Rui Peng, Jianbo Jiao, Ronggang Wang

Paper | Code

4D Gaussian Splatting with Scale-aware Residual Field and Adaptive Optimization for Real-time rendering of temporally complex dynamic scenes

Jinbo Yan, Rui Peng, Luyang Tang, Ronggang Wang

Paper | Project Page

High Fidelity Aggregated Planar Prior Assisted PatchMatch Multi-View Stereo

Jie Liang, Rongjie Wang, Rui Peng, Zhe Zhang, Kaiqiang Xiong, Ronggang Wang

Paper | Code (coming...)

GenS: Generalizable Neural Surface Reconstruction from Multi-View Images

Rui Peng, Xiaodong Gu, Luyang Tang, Shihe Shen, Fanqi Yu, Ronggang Wang

Paper | Code

CL-MVSNet: Unsupervised Multi-view Stereo with Dual-level Contrastive Learning

Kaiqiang Xiong, Rui Peng, Zhe Zhang, Tianxing Feng, Jianbo Jiao, Feng Gao, Ronggang Wang

Paper | Code

GeoMVSNet: Learning Multi-View Stereo with Geometry Perception

Zhe Zhang, Rui Peng, Yuxi Hu, Ronggang Wang

Paper | Code

Pixelwise Adaptive Discretization with Uncertainty Sampling for Depth Completion

Rui Peng, Tao Zhang, Bing Li, Yitong Wang

Paper | Code

Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation

Rui Peng, Rongjie Wang, Zhenyu Wang, Yawen Lai, Ronggang Wang

Paper | Code

Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation

Rui Peng, Ronggang Wang, Yawen Lai, Luyang Tang, Tangang Cai

Paper | Code

Education

Peking University
  • Doctor of Science in Computer Application Technology
  • 9.2020 ~ 7.2025
Chongqing University
  • Bachelor of Engineering in Computer Science and Technology
  • Outstanding Graduates
  • 9.2016 ~ 7.2020

Experience

Aibaba XR Lab
  • Position: Research Scientist Intern
  • Project: Generalizable and fast neural surface reconstruction.
  • 6.2022 ~ 11.2022
Bytedance
  • Position: Research Scientist Intern at Bytedance AILab CV
  • Project: Lightweight depth map completion from sparse priors.
  • 11.2021 ~ 5.2022

Awards & Honers

Service

©Rui Peng. Personal use, all rights reserved. Last updated: 24th Aug., 2024.