3D 视觉

3D Gaussian Representations with Motion Trajectory Field for Dynamic Scene Reconstruction

Xuesong Li, Lars Petersson, Vivien Rolland

机构 * CSIRO（澳大利亚联邦科学工业研究组织） ； The Australian National University（澳大利亚国立大学） 纠错

专题命中 Gaussian Splatting ：NeRF(abstract)；Gaussian Splatting(abstract)；3DGS(abstract)；分类 cs.RO

ExploreGS: Explorable 3D Scene Reconstruction with Virtual Camera Samplings and Diffusion Priors

Minsu Kim, Subin Jeon, In Cho, Mijin Yoo, Seon Joo Kim

机构 * Yonsei University（延世大学） 纠错

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

Comments 10 pages, 6 Figures, ICCV 2025

3DGabSplat: 3D Gabor Splatting for Frequency-adaptive Radiance Field Rendering

Junyu Zhou, Yuyang Huang, Wenrui Dai, Junni Zou, Ziyang Zheng, Nuowen Kan, Chenglin Li, Hongkai Xiong

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

Comments Accepted by ACM MM'25

Can3Tok: Canonical 3D Tokenization and Latent Modeling of Scene-Level 3D Gaussians

Quankai Gao, Iliyan Georgiev, Tuanfeng Y. Wang, Krishna Kumar Singh, Ulrich Neumann, Jae Shin Yoon

机构 * University of Southern California（南加州大学） ； Adobe Research（Adobe研究） 纠错

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；3D generation(abstract)；分类 cs.CV

FOCI: Trajectory Optimization on Gaussian Splats

Mario Gomez Andreu, Maximum Wilder-Smith, Victor Klemm, Vaishakh Patil, Jesus Tordesillas, Marco Hutter

机构 * Robotic Systems Lab, ETH Zürich（苏黎世联邦理工学院机器人系统实验室） ； IIT and ICAI, Comillas Pontifical University（科利马斯天主教大学IIT和ICAI） 纠错

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；3D reconstruction(abstract)；分类 cs.RO

Comments 8 pages, 8 figures, Mario Gomez Andreu and Maximum Wilder-Smith contributed equally

Outdoor Monocular SLAM with Global Scale-Consistent 3D Gaussian Pointmaps

Chong Cheng, Sicheng Yu, Zijian Wang, Yifan Zhou, Hao Wang

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港理工大学（广州）） 纠错

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

Comments Accepted by ICCV2025

DreamArt: Generating Interactable Articulated Objects from a Single Image

Ruijie Lu, Yu Liu, Jiaxiang Tang, Junfeng Ni, Yuxiang Wang, Diwen Wan, Gang Zeng, Yixin Chen, Siyuan Huang

机构 * State Key Lab of General AI, Peking University（北京大学通用人工智能国家重点实验室） ； Tsinghua University（清华大学） ； State Key Lab of General AI, BIGAI（通用人工智能国家重点实验室，BIGAI） 纠错

专题命中 Gaussian Splatting ：NeRF(abstract)；Gaussian Splatting(abstract)；3D generation(abstract)；分类 cs.CV

Comments Technical Report

Free Your Hands: Lightweight Turntable-Based Object Capture Pipeline

Jiahui Fan, Fujun Luan, Jian Yang, Miloš Hašan, Beibei Wang

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.GR

Grounding Creativity in Physics: A Brief Survey of Physical Priors in AIGC

Siwei Meng, Yawei Luo, Ping Liu

专题命中 Gaussian Splatting ：NeRF(abstract)；Gaussian Splatting(abstract)；3D generation(abstract)；分类 cs.CV

Comments Accepted by IJCAI 2025 Survey Track

MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic Masks

Yifei Liu, Zhihang Zhong, Yifan Zhan, Sheng Xu, Xiao Sun

机构 * Shanghai AI Laboratory（上海人工智能实验室） ； Beihang University（北京航空航天大学） ； The University of Tokyo（东京大学） 纠错

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

Comments CVPR 2025; Project page:https://maskgaussian.github.io/

K-Buffers: A Plug-in Method for Enhancing Neural Fields with Multiple Buffers

Haofan Ren, Zunjie Zhu, Xiang Chen, Ming Lu, Rongfeng Lu, Chenggang Yan

机构 * Hangzhou Dianzi University（杭州电子科技大学） ； Intel Labs China（英特尔中国实验室） 纠错

专题命中 Gaussian Splatting ：3D vision(abstract)；Gaussian Splatting(abstract)；3DGS(abstract)；分类 cs.CV

Comments 15 pages, 9 figures, IJCAI 2025

3D Convex Splatting: Radiance Field Rendering with 3D Smooth Convexes

Jan Held, Renaud Vandeghen, Abdullah Hamdi, Adrien Deliege, Anthony Cioppa, Silvio Giancola, Andrea Vedaldi, Bernard Ghanem, Marc Van Droogenbroeck

机构 * University of Liège（利根大学） ； KAUST（科威特高级科学研究中心） ； University of Oxford（牛津大学） 纠错

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

Comments Accepted at CVPR 2025 as Highlight. 13 pages, 13 figures, 10 tables

MGStream: Motion-aware 3D Gaussian for Streamable Dynamic Scene Reconstruction

Zhenyu Bao, Qing Li, Guibiao Liao, Zhongyuan Zhao, Kanglin Liu

机构 * Peking University（北京大学） ； Pengcheng Laboratory（鹏城实验室） 纠错

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

ExploreGS: a vision-based low overhead framework for 3D scene reconstruction

Yunji Feng, Chengpu Yu, Fengrui Ran, Zhi Yang, Yinni Liu

机构 * School of Automation, Beijing Institute of Technology（自动化学院，北京理工大学） 纠错

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；point cloud(abstract)；分类 cs.CV

3D Gaussian Inpainting with Depth-Guided Cross-View Consistency

Sheng-Yu Huang, Zi-Ting Chou, Yu-Chiang Frank Wang

机构 * Graduate Institute of Communication Engineering, National Taiwan University（国立台湾大学通信工程研究所） ； NVIDIA, Taiwan（NVIDIA台湾分公司） 纠错

专题命中 Gaussian Splatting ：NeRF(abstract)；Gaussian Splatting(abstract)；3DGS(abstract)；分类 cs.CV

Comments Accepted to CVPR 2025. For project page, see https://peterjohnsonhuang.github.io/3dgic-pages

Metamon-GS: Enhancing Representability with Variance-Guided Densification and Light Encoding

Junyan Su, Baozhu Zhao, Xiaohan Zhang, Qi Liu

机构 * Department of Future Technology, South China University of Technology（华南理工大学未来技术学院） 纠错

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

3DAffordSplat: Efficient Affordance Reasoning with 3D Gaussians

Zeming Wei, Junyi Lin, Yang Liu, Weixing Chen, Jingzhou Luo, Guanbin Li, Liang Lin

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；point cloud(abstract)；分类 cs.CV

Comments The first large-scale 3D Gaussians Affordance Reasoning Benchmark

DropoutGS: Dropping Out Gaussians for Better Sparse-view Rendering

Yexing Xu, Longguang Wang, Minglin Chen, Sheng Ao, Li Li, Yulan Guo

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

Comments Accepted by CVPR 2025

3D Student Splatting and Scooping

Jialin Zhu, Jiangbei Yue, Feixiang He, He Wang

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

ProtoGS: Efficient and High-Quality Rendering with 3D Gaussian Prototypes

Zhengqing Gao, Dongting Hu, Jia-Wang Bian, Huan Fu, Yan Li, Tongliang Liu, Mingming Gong, Kun Zhang

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

Monocular and Generalizable Gaussian Talking Head Animation

Shengjie Gong, Haojie Li, Jiapeng Tang, Dongming Hu, Shuangping Huang, Hao Chen, Tianshui Chen, Zhuoman Liu

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；point cloud(abstract)；分类 cs.CV

Comments Accepted by CVPR 2025

Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images

Shengjun Zhang, Xin Fei, Fangfu Liu, Haixu Song, Yueqi Duan

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

Comments NeurIPS 2024

AV-Surf: Surface-Enhanced Geometry-Aware Novel-View Acoustic Synthesis

Hadam Baek, Hannie Shin, Jiyoung Seo, Chanwoo Kim, Saerom Kim, Hyeongbok Kim, Sangpil Kim

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；point cloud(abstract)；分类 cs.CV

CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes

Yang Liu, Chuanchen Luo, Zhongkai Mao, Junran Peng, Zhaoxiang Zhang

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

Comments Accepted by ICLR2025

PSRGS:Progressive Spectral Residual of 3D Gaussian for High-Frequency Recovery

BoCheng Li, WenJuan Zhang, Bing Zhang, YiLing Yao, YaNing Wang

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；point cloud(abstract)；novel view synthesis(abstract)；分类 cs.CV

OG-Gaussian: Occupancy Based Street Gaussians for Autonomous Driving

Yedong Shen, Xinran Zhang, Yifan Duan, Shiqi Zhang, Heng Li, Yilong Wu, Jianmin Ji, Yanyong Zhang

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；point cloud(abstract)；分类 cs.CV

Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors

Lin-Zhuo Chen, Kangjie Liu, Youtian Lin, Siyu Zhu, Zhihao Li, Xun Cao, Yao Yao

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

Comments Accepted by ICLR 2025

Generating Editable Head Avatars with 3D Gaussian GANs

Guohao Li, Hongyu Yang, Yifang Men, Di Huang, Weixin Li, Ruijie Yang, Yunhong Wang

专题命中 Gaussian Splatting ：NeRF(abstract)；Gaussian Splatting(abstract)；3DGS(abstract)；分类 cs.CV

GraphAvatar: Compact Head Avatars with GNN-Generated 3D Gaussians

Xiaobao Wei, Peng Chen, Ming Lu, Hui Chen, Feng Tian

专题命中 Gaussian Splatting ：NeRF(abstract)；Gaussian Splatting(abstract)；3DGS(abstract)；分类 cs.CV

Comments accepted by AAAI2025

SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video

Jongmin Park, Minh-Quan Viet Bui, Juan Luis Gonzalez Bello, Jaeho Moon, Jihyong Oh, Munchurl Kim

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)；3DGS(abstract)；novel view synthesis(abstract)；分类 cs.CV

Comments The first two authors contributed equally to this work (equal contribution). The last two authors advised equally to this work. Please visit our project page at this https://kaist-viclab.github.io/splinegs-site/