3D Gaussian Splatting Papers

📢 改版公告 / Update Notice

由于论文数量激增，页面变得过长。为方便查阅，我们将2024年6月之前的论文暂时📁 归档（后续进一步整理），并把最新论文调整为按时间倒序排列。

Due to the rapid increase in the number of papers, the page has become too long. To facilitate the review, we have temporarily 📁 archived papers before Jan 2024 (which will be further organized) and rearranged latest papers in reverse chronological order.

📚 会议期刊:

[ICLR2024] (2 篇) [3DV2024] (1 篇) [CVPR2024] (62 篇) [WACV2024] (1 篇) [ICML2024] (3 篇)
[SIGGRAPH2024] (7 篇) [IJCAI2024] (1 篇) [ECCV2024]

📂 归档论文: [Before 2024/06/01] (285 篇)

[S0] A Survey on 3D Gaussian Splatting

🧑‍🔬 作者：Guikun Chen, Wenguan Wang
🏫 单位：Zhejiang University
🔗 链接：[中英摘要] [arXiv:2401.03890]
📝 说明：🔥 首篇综述

[S1] 3D Gaussian as a New Vision Era: A Survey

🧑‍🔬 作者：Ben Fei, Jingyi Xu, Rui Zhang, Qingyuan Zhou, Weidong Yang, Ying He
🏫 单位：Fudan University ⟐ Nanyang Technological University
🔗 链接：[中英摘要] [arXiv:2402.07181]
📝 说明：👍 相对比较全面，推荐精读

[S2] Recent Advances in 3D Gaussian Splatting

🧑‍🔬 作者：Tong Wu, Yu-Jie Yuan, Ling-Xiao Zhang, Jie Yang, Yan-Pei Cao, Ling-Qi Yan, Lin Gao
🏫 单位：Chinese Academy of Sciences ⟐ VAST ⟐ University of California
🔗 链接：[中英摘要] [arXiv:2403.11134]
📝 说明：🔥 第三篇综述，涵盖了更多最新进展

[S3] Gaussian Splatting: 3D Reconstruction and Novel View Synthesis, a Review

🧑‍🔬 作者：Anurag Dalal, Daniel Hagen, Kjell G. Robbersmyr, Kristian Muri Knausgård
🏫 单位：University of Agder
🔗 链接：[中英摘要] [arXiv:2405.03417]
📝 说明：🔥 第四篇综述

[1] HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors

🧑‍🔬 作者：Panwang Pan, Zhuo Su, Chenguo Lin, Zhen Fan, Yongjie Zhang, Zeming Li, Tingting Shen, Yadong Mu, Yebin Liu
🏫 单位：ByteDance ⟐ Peking University ⟐ Xiamen University ⟐ Tsinghua University
🔗 链接：[中英摘要] [arXiv:2406.12459] [Code]
📝 说明：

[2] RetinaGS: Scalable Training for Dense Scene Rendering with Billion-Scale 3D Gaussians

🧑‍🔬 作者：Bingling Li, Shengyi Chen, Luchao Wang, Kaimin He, Sijie Yan, Yuanjun Xiong
🏫 单位：MThreads AI
🔗 链接：[中英摘要] [arXiv:2406.11836] [Code]
📝 说明：

[3] Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting

🧑‍🔬 作者：Junha Hyung, Susung Hong, Sungwon Hwang, Jaeseong Lee, Jaegul Choo, Jin-Hwa Kim
🏫 单位：KAIST ⟐ NAVER AI Lab ⟐ SNU AIIS ⟐ Korea University
🔗 链接：[中英摘要] [arXiv:2406.11672] [Code]
📝 说明：

[4] Physically Embodied Gaussian Splatting: A Realtime Correctable World Model for Robotics

🧑‍🔬 作者：Jad Abou-Chakra, Krishan Rana, Feras Dayoub, Niko Sünderhauf
🏫 单位：Queensland University of Technology ⟐ University of Adelaide
🔗 链接：[中英摘要] [arXiv:2406.10788] [Code]
📝 说明：

[5] Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections

🧑‍🔬 作者：Jiacong Xu, Yiqun Mei, Vishal M. Patel
🏫 单位：Johns Hopkins University
🔗 链接：[中英摘要] [arXiv:2406.10373] [Code]
📝 说明：

[6] L4GM: Large 4D Gaussian Reconstruction Model

🧑‍🔬 作者：Jiawei Ren, Kevin Xie, Ashkan Mirzaei, Hanxue Liang, Xiaohui Zeng, Karsten Kreis, Ziwei Liu, Antonio Torralba, Sanja Fidler, Seung Wook Kim, Huan Ling
🏫 单位：NVIDIA ⟐ University of Toronto ⟐ University of Cambridge ⟐ MIT ⟐ Nanyang Technological University
🔗 链接：[中英摘要] [arXiv:2406.10324] [Code]
📝 说明：

[7] PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting

🧑‍🔬 作者：Alex Hanson, Allen Tu, Vasu Singla, Mayuka Jayawardhana, Matthias Zwicker, Tom Goldstein
🏫 单位：University of Maryland, College Park
🔗 链接：[中英摘要] [arXiv:2406.10219] [Code]
📝 说明：

[8] GaussianSR: 3D Gaussian Super-Resolution with 2D Diffusion Priors

🧑‍🔬 作者：Xiqian Yu, Hanxin Zhu, Tianyu He, Zhibo Chen
🏫 单位：University of Science and Technology of China ⟐ Microsoft Research Asia
🔗 链接：[中英摘要] [arXiv:2406.10111] [Code]
📝 说明：

[9] GradeADreamer: Enhanced Text-to-3D Generation Using Gaussian Splatting and Multi-View Diffusion

🧑‍🔬 作者：Trapoom Ukarapol, Kevin Pruvost
🏫 单位：Tsinghua University
🔗 链接：[中英摘要] [arXiv:2406.09850] [Code]
📝 说明：

[10] Unified Gaussian Primitives for Scene Representation and Rendering

🧑‍🔬 作者：Yang Zhou, Songyin Wu, Ling-Qi Yan
🏫 单位：University of California, Santa Barbara, USA
🔗 链接：[中英摘要] [arXiv:2406.09733] [Code]
📝 说明：

[11] Modeling Ambient Scene Dynamics for Free-view Synthesis

🧑‍🔬 作者：Meng-Li Shih, Jia-Bin Huang, Changil Kim, Rajvi Shah, Johannes Kopf, Chen Gao
🏫 单位：University of Washington ⟐ University of Maryland ⟐ Meta
🔗 链接：[中英摘要] [arXiv:2406.09395] [Code]
📝 说明：

[12] WonderWorld: Interactive 3D Scene Generation from a Single Image

🧑‍🔬 作者：Hong-Xing Yu, Haoyi Duan, Charles Herrmann, William T. Freeman, Jiajun Wu
🏫 单位：Stanford University ⟐ MIT
🔗 链接：[中英摘要] [arXiv:2406.09394] [Code]
📝 说明：

[13] GGHead: Fast and Generalizable 3D Gaussian Heads

🧑‍🔬 作者：Tobias Kirschstein, Simon Giebenhain, Jiapeng Tang, Markos Georgopoulos, Matthias Nießner
🏫 单位：Technical University of Munich
🔗 链接：[中英摘要] [arXiv:2406.09377] [Code]
📝 说明：

[14] Gaussian-Forest: Hierarchical-Hybrid 3D Gaussian Splatting for Compressed Scene Modeling

🧑‍🔬 作者：Fengyi Zhang, Tianjun Zhang, Lin Zhang, Helen Huang, Yadan Luo
🏫 单位：Tongji University ⟐ University of Queensland
🔗 链接：[中英摘要] [arXiv:2406.08759] [Code]
📝 说明：

[15] ICE-G: Image Conditional Editing of 3D Gaussian Splats

🧑‍🔬 作者：Vishnu Jaganathan, Hannah Hanyun Huang, Muhammad Zubair Irshad, Varun Jampani, Amit Raj, Zsolt Kira
🏫 单位：Georgia Institute of Technology ⟐ Toyota Research Institute ⟐ Stability AI ⟐ Google Research
🔗 链接：[中英摘要] [arXiv:2406.08488] [Code]
📝 说明：

[16] Human 3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models

🧑‍🔬 作者：Yuxuan Xue, Xianghui Xie, Riccardo Marin, Gerard Pons-Moll
🏫 单位：University of Tübingen ⟐ Tübingen AI Center ⟐ Max Planck Institute for Informatics, Saarland Informatics Campus
🔗 链接：[中英摘要] [arXiv:2406.08475] [Code]
📝 说明：

[17] From Chaos to Clarity: 3DGS in the Dark

🧑‍🔬 作者：Zhihao Li, Yufei Wang, Alex Kot, Bihan Wen
🏫 单位：Department of EEE ⟐ Nanyang Technology University, Singapor
🔗 链接：[中英摘要] [arXiv:2406.08300] [Code]
📝 说明：

[18] Trim 3D Gaussian Splatting for Accurate Geometry Representation

🧑‍🔬 作者：Lue Fan, Yuxue Yang, Minxing Li, Hongsheng Li, Zhaoxiang Zhang
🏫 单位：CASIA ⟐ MMLab,CUHK ⟐ Shanghai AILab
🔗 链接：[中英摘要] [arXiv:2406.07499] [Code]
📝 说明：

[19] Cinematic Gaussians: Real-Time HDR Radiance Fields with Depth of Field

🧑‍🔬 作者：Chao Wang, Krzysztof Wolski, Bernhard Kerbl, Ana Serrano, Mojtaba Bemana, Hans-Peter Seidel, Karol Myszkowski, Thomas Leimkühler
🏫 单位：Max-Planck-Institut für Informatik, Germany ⟐ Universidad de Zaragoza, I3A, Spain ⟐ Technische Universität Wien, Austria ⟐ Carnegie Mellon University, USA
🔗 链接：[中英摘要] [arXiv:2406.07329] [Code]
📝 说明：

[20] GaussianCity: Generative Gaussian Splatting for Unbounded 3D City Generation

🧑‍🔬 作者：Haozhe Xie, Zhaoxi Chen, Fangzhou Hong, Ziwei Liu
🏫 单位：Nanyang Technological University
🔗 链接：[中英摘要] [arXiv:2406.06526] [Code]
📝 说明：

[21] PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction

🧑‍🔬 作者：Danpeng Chen, Hai Li, Weicai Ye, Yifan Wang, Weijian Xie, Shangjin Zhai, Nan Wang, Haomin Liu, Hujun Bao, Guofeng Zhang
🏫 单位：Zhejiang University ⟐ SenseTime Research ⟐ Shanghai AI Laboratory
🔗 链接：[中英摘要] [arXiv:2406.06521] [Code]
📝 说明：

[22] MVGamba: Unify 3D Content Generation as State Space Sequence Modeling

🧑‍🔬 作者：Xuanyu Yi, Zike Wu, Qiuhong Shen, Qingshan Xu, Pan Zhou, Joo-Hwee Lim, Shuicheng Yan, Xinchao Wang, Hanwang Zhang
🏫 单位：Nanyang Technological University ⟐ National University of Singapore ⟐ University of British Columbia ⟐ Singapore Management University ⟐ Institute for Infocomm Research ⟐ Skywork AI
🔗 链接：[中英摘要] [arXiv:2406.06367] [Code]
📝 说明：

[23] Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis

🧑‍🔬 作者：Xin Jin, Pengyi Jiao, Zheng-Peng Duan, Xingchao Yang, Chun-Le Guo, Bo Ren, Chongyi Li
🏫 单位：Nankai University ⟐ MEGVII Technology
🔗 链接：[中英摘要] [arXiv:2406.06216] [Code]
📝 说明：

[24] Generalizable Human Gaussians from Single-View Image

🧑‍🔬 作者：Jinnan Chen, Chen Li, Jianfeng Zhang, Hanlin Chen, Buzhen Huang, Gim Hee Lee
🏫 单位：National University of Singapore ⟐ Bytedance
🔗 链接：[中英摘要] [arXiv:2406.06050] [Code]
📝 说明：

[25] InfoGaussian: Structure-Aware Dynamic Gaussians through Lightweight Information Shaping

🧑‍🔬 作者：Yunchao Zhang, Guandao Yang, Leonidas Guibas, Yanchao Yang
🏫 单位：The University of Hong Kong ⟐ Stanford University
🔗 链接：[中英摘要] [arXiv:2406.05897] [Code]
📝 说明：

[26] RefGaussian: Disentangling Reflections from 3D Gaussian Splatting for Realistic Rendering

🧑‍🔬 作者：Rui Zhang, Tianyue Luo, Weidong Yang, Ben Fei, Jingyi Xu, Qingyuan Zhou, Keyi Liu, Ying He
🏫 单位：Fudan University ⟐ Nanyang Technological University
🔗 链接：[中英摘要] [arXiv:2406.05852] [Code]
📝 说明：

[27] VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction

🧑‍🔬 作者：Hanlin Chen, Fangyin Wei, Chen Li, Tianxin Huang, Yunsong Wang, Gim Hee Lee
🏫 单位：National University of Singapore ⟐ Princeton University
🔗 链接：[中英摘要] [arXiv:2406.05774] [Code]
📝 说明：

[28] Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single Image

🧑‍🔬 作者：Stanislaw Szymanowicz, Eldar Insafutdinov, Chuanxia Zheng, Dylan Campbell, João F. Henriques, Christian Rupprecht, Andrea Vedaldi
🏫 单位：VGG, University of Oxford ⟐ Australian National University
🔗 链接：[中英摘要] [arXiv:2406.04343] [Code]
📝 说明：

[29] Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion

🧑‍🔬 作者：Fangfu Liu, Hanyang Wang, Shunyu Yao, Shengjun Zhang, Jie Zhou, Yueqi Duan
🏫 单位：Tsinghua University ⟐ Stanford University
🔗 链接：[中英摘要] [arXiv:2406.04338] [Code]
📝 说明：

[30] Localized Gaussian Point Management

🧑‍🔬 作者：Haosen Yang, Chenhao Zhang, Wenqing Wang, Marco Volino, Adrian Hilton, Li Zhang, Xiatian Zhu
🏫 单位：University of Surrey ⟐ Fudan University
🔗 链接：[中英摘要] [arXiv:2406.04251] [Code]
📝 说明：

[31] Gaussian Representation for Deformable Image Registration

🧑‍🔬 作者：Jihe Li, Fabian Zhang, Xia Li, Tianhao Zhang, Ye Zhang, Joachim Buhmann
🏫 单位：Peking University ⟐ ETH Zurich ⟐ Tsinghua University ⟐ Paul Scherrer Institut
🔗 链接：[中英摘要] [arXiv:2406.03394] [Code]
📝 说明：

[32] Dynamic 3D Gaussian Fields for Urban Areas

🧑‍🔬 作者：Tobias Fischer, Jonas Kulhanek, Samuel Rota Bulò, Lorenzo Porzi, Marc Pollefeys, Peter Kontschieder
🏫 单位：ETH Zürich ⟐ Meta Reality Labs ⟐ CTU Prague
🔗 链接：[中英摘要] [arXiv:2406.03175] [Code]
📝 说明：

[33] Event3DGS: Event-based 3D Gaussian Splatting for Fast Egomotion

🧑‍🔬 作者：Tianyi Xiong, Jiayi Wu, Botao He, Cornelia Fermuller, Yiannis Aloimonos, Heng Huang, Christopher A. Metzler
🏫 单位：University of Maryland, College Park
🔗 链接：[中英摘要] [arXiv:2406.02972] [Code]
📝 说明：

[34] Adversarial Generation of Hierarchical Gaussians for 3D Generative Model

🧑‍🔬 作者：Sangeek Hyun, Jae-Pil Heo
🏫 单位：Sungkyunkwan University
🔗 链接：[中英摘要] [arXiv:2406.02968] [Code]
📝 说明：

[35] 3D-HGS: 3D Half-Gaussian Splatting

🧑‍🔬 作者：Haolin Li, Jinyang Liu, Mario Sznaier, Octavia Camps
🏫 单位：Northeastern University
🔗 链接：[中英摘要] [arXiv:2406.02720] [Code]
📝 说明：

[36] Enhancing Temporal Consistency in Video Editing by Reconstructing Videos with 3D Gaussian Splatting

🧑‍🔬 作者：Inkyu Shin, Qihang Yu, Xiaohui Shen, In So Kweon, Kuk-Jin Yoon, Liang-Chieh Chen
🏫 单位：KAIST ⟐ ByteDance
🔗 链接：[中英摘要] [arXiv:2406.02541] [Code]
📝 说明：

[37] SatSplatYOLO: 3D Gaussian Splatting-based Virtual Object Detection Ensembles for Satellite Feature Recognition

🧑‍🔬 作者：Van Minh Nguyen, Emma Sandidge, Trupti Mahendrakar, Ryan T. White
🏫 单位：NEural TransmissionS (NETS) Lab Florida Institute of Technology
🔗 链接：[中英摘要] [arXiv:2406.02533] [Code]
📝 说明：

[38] DDGS-CT: Direction-Disentangled Gaussian Splatting for Realistic Volume Rendering

🧑‍🔬 作者：Zhongpai Gao, Benjamin Planche, Meng Zheng, Xiao Chen, Terrence Chen, Ziyan Wu
🏫 单位：United Imaging Intelligence, Boston, MA
🔗 链接：[中英摘要] [arXiv:2406.02518] [Code]
📝 说明：

[39] WE-GS: An In-the-wild Efficient 3D Gaussian Representation for Unconstrained Photo Collections

🧑‍🔬 作者：Yuze Wang, Junyi Wang, Yue Qi
🏫 单位：Beihang University
🔗 链接：[中英摘要] [arXiv:2406.02407] [Code]
📝 说明：

[40] Query-based Semantic Gaussian Field for Scene Representation in Reinforcement Learning

🧑‍🔬 作者：Jiaxu Wang, Ziyi Zhang, Qiang Zhang, Jia Li, Jingkai Sun, Mingyuan Sun, Junhao He, Renjing Xu
🏫 单位：HKUST (GZ) ⟐ HKU ⟐ NEU
🔗 链接：[中英摘要] [arXiv:2406.02370] [Code]
📝 说明：

[41] OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding

🧑‍🔬 作者：Yanmin Wu, Jiarui Meng, Haijie Li, Chenming Wu, Yahao Shi, Xinhua Cheng, Chen Zhao, Haocheng Feng, Errui Ding, Jingdong Wang, Jian Zhang
🏫 单位：Peking University ⟐ Baidu VIS ⟐ Beihang University
🔗 链接：[中英摘要] [arXiv:2406.02058] [Code]
📝 说明：

[42] FastLGS: Speeding up Language Embedded Gaussians with Feature Grid Mapping

🧑‍🔬 作者：Yuzhou Ji, He Zhu, Junshu Tang, Wuyi Liu, Zhizhong Zhang, Yuan Xie, Lizhuang Ma, Xin Tan
🏫 单位：East China Normal University ⟐ Shanghai Jiao Tong University
🔗 链接：[中英摘要] [arXiv:2406.01916] [Code]
📝 说明：

[43] End-to-End Rate-Distortion Optimized 3D Gaussian Representation

🧑‍🔬 作者：Henan Wang, Hanxin Zhu, Tianyu He, Runsen Feng, Jiajun Deng, Jiang Bian, Zhibo Chen
🏫 单位：University of Science and Technology of China ⟐ Microsoft Research Asia ⟐ The University of Adelaide
🔗 链接：[中英摘要] [arXiv:2406.01597] [Code]
📝 说明：

[44] Reconstructing and Simulating Dynamic 3D Objects with Mesh-adsorbed Gaussian Splatting

🧑‍🔬 作者：Shaojie Ma, Yawei Luo, Yi Yang
🏫 单位：Zhejiang University
🔗 链接：[中英摘要] [arXiv:2406.01593] [Code]
📝 说明：

[45] Tetrahedron Splatting for 3D Generation

🧑‍🔬 作者：Chun Gu, Zeyu Yang, Zijie Pan, Xiatian Zhu, Li Zhang
🏫 单位：Fudan University ⟐ University of Surrey
🔗 链接：[中英摘要] [arXiv:2406.01579] [Code]
📝 说明：

[46] DreamPhysics: Learning Physical Properties of Dynamic 3D Gaussians with Video Diffusion Priors

🧑‍🔬 作者：Tianyu Huang, Yihan Zeng, Hui Li, Wangmeng Zuo, Rynson W. H. Lau
🏫 单位：City University of Hong Kong ⟐ Harbin Institute of Technology ⟐ Huawei Noah’s Ark Lab
🔗 链接：[中英摘要] [arXiv:2406.01476] [Code]
📝 说明：

[47] RaDe-GS: Rasterizing Depth in Gaussian Splatting

🧑‍🔬 作者：Baowen Zhang, Chuan Fang, Rakesh Shrestha, Yixun Liang, Xiaoxiao Long, Ping Tan
🏫 单位：Hong Kong University of Science and Technology ⟐ Simon Fraser University
🔗 链接：[中英摘要] [arXiv:2406.01467] [Code]
📝 说明：

[48] Self-Calibrating 4D Novel View Synthesis from Monocular Videos Using Gaussian Splatting

🧑‍🔬 作者：Fang Li, Hao Zhang, Narendra Ahuja
🏫 单位：University of Illinois at Urbana-Champaign
🔗 链接：[中英摘要] [arXiv:2406.01042] [Code]
📝 说明：

[49] SuperGaussian: Repurposing Video Models for 3D Super Resolution

🧑‍🔬 作者：Yuan Shen, Duygu Ceylan, Paul Guerrero, Zexiang Xu, Niloy J. Mitra, Shenlong Wang, Anna Früstück
🏫 单位：University of Illinois at Urbana-Champaign ⟐ Adobe Research ⟐ University College London
🔗 链接：[中英摘要] [arXiv:2406.00609] [Code]
📝 说明：

[50] Topo4D: Topology-Preserving Gaussian Splatting for High-Fidelity 4D Head Capture

🧑‍🔬 作者：X. Li, Y. Cheng, X. Ren, H. Jia, D. Xu, W. Zhu, Y. Yan
🏫 单位：Shanghai Jiao Tong University ⟐ Huawei Cloud Computing Technologies Co., Ltd
🔗 链接：[中英摘要] [arXiv:2406.00440] [Code]
📝 说明：

[51] MoDGS: Dynamic Gaussian Splatting from Causually-captured Monocular Videos

🧑‍🔬 作者：Qingming Liu, Yuan Liu, Jiepeng Wang, Xianqiang Lv, Peng Wang, Wenping Wang, Junhui Hou
🏫 单位：City University of Hong kong ⟐ The University of Hong kong ⟐ Texas A&M University, U.S.A
🔗 链接：[中英摘要] [arXiv:2406.00434] [Code]
📝 说明：

Name		Name	Last commit message	Last commit date
Latest commit History 110 Commits
abs		abs
scripts		scripts
3DV2024.md		3DV2024.md
CVPR2024.md		CVPR2024.md
Changelog.md		Changelog.md
ICLR2024.md		ICLR2024.md
ICML2024.md		ICML2024.md
IJCAI2024.md		IJCAI2024.md
README.md		README.md
SIGGRAPH2024.md		SIGGRAPH2024.md
WACV2024.md		WACV2024.md

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