3D 视觉

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

机构 * Sun Yat-sen University（中山大学） ； Peng Cheng Laboratory（鹏城实验室） 纠错

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

机构 * Sun Yat-Sen University（中山大学） ； Xiamen University（厦门大学） ； University of Macau（澳门大学） 纠错

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

Comments Accepted by CVPR 2025

3D Student Splatting and Scooping

Jialin Zhu, Jiangbei Yue, Feixiang He, He Wang

机构 * University College London（伦敦大学学院） ； University of Leeds（利兹大学） ； AI Centre, University College London（伦敦大学学院人工智能中心） 纠错

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

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） ； University of Melbourne（墨尔本大学） ； Alibaba Group（阿里巴巴集团） ； The University of Sydney（悉尼大学） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

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

机构 * South China University of Technology（华南理工大学） ； Technical University of Munich（慕尼黑工业大学） ； Pazhou Laboratory（琶洲实验室） ； Guangdong University of Technology（广东工业大学） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

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

机构 * Tsinghua University（清华大学） 纠错

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/

How to Use Diffusion Priors under Sparse Views?

Qisen Wang, Yifan Zhao, Jiawei Ma, Jia Li

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

Beyond Gaussians: Fast and High-Fidelity 3D Splatting with Linear Kernels

Haodong Chen, Runnan Chen, Qiang Qu, Zhaoqing Wang, Tongliang Liu, Xiaoming Chen, Yuk Ying Chung

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

SmileSplat: Generalizable Gaussian Splats for Unconstrained Sparse Images

Yanyan Li, Yixin Fang, Federico Tombari, Gim Hee Lee

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

SafeguardGS: 3D Gaussian Primitive Pruning While Avoiding Catastrophic Scene Destruction

Yongjae Lee, Zhaoliang Zhang, Deliang Fan

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

Comments 19 pages, 20 figures, 7 tables

Through the Curved Cover: Synthesizing Cover Aberrated Scenes with Refractive Field

Liuyue Xie, Jiancong Guo, Laszlo A. Jeni, Zhiheng Jia, Mingyang Li, Yunwen Zhou, Chao Guo

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

Comments WACV 2025

DN-4DGS: Denoised Deformable Network with Temporal-Spatial Aggregation for Dynamic Scene Rendering

Jiahao Lu, Jiacheng Deng, Ruijie Zhu, Yanzhe Liang, Wenfei Yang, Tianzhu Zhang, Xu Zhou

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

Comments Accepted by NeurIPS 2024

Gaussian Deja-vu: Creating Controllable 3D Gaussian Head-Avatars with Enhanced Generalization and Personalization Abilities

Peizhi Yan, Rabab Ward, Qiang Tang, Shan Du

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

Comments 11 pages, Accepted by WACV 2025 in Round 1

SplatPose+: Real-time Image-Based Pose-Agnostic 3D Anomaly Detection

Yizhe Liu, Yan Song Hu, Yuhao Chen, John Zelek

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