3D 视觉

On Scaling Up 3D Gaussian Splatting Training

Hexu Zhao, Haoyang Weng, Daohan Lu, Ang Li, Jinyang Li, Aurojit Panda, Saining Xie

机构 * New York University（纽约大学） ； Pacific Northwest National Laboratory（太平洋西北国家实验室） 纠错

专题命中 Gaussian Splatting ：Gaussian Splatting(title,abstract)；3DGS(abstract,comments)；3D reconstruction(abstract)；分类 cs.CV

Comments ICLR 2025 Oral; Homepage: https://daohanlu.github.io/scaling-up-3dgs/

CLM: Removing the GPU Memory Barrier for 3D Gaussian Splatting

Hexu Zhao, Xiwen Min, Xiaoteng Liu, Moonjun Gong, Yiming Li, Ang Li, Saining Xie, Jinyang Li, Aurojit Panda

机构 * New York University New York NY USA ； Pacific Northwest National Laboratory \& University of Washington Seattle WA USA ； New York University ； Pacific Northwest National Laboratory \& University of Washington 纠错

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

Comments Accepted to appear in the 2026 ACM International Conference on Architectural Support for Programming Languages and Operating Systems

ControlGS: Consistent Structural Compression Control for Deployment-Aware Gaussian Splatting

Fengdi Zhang, Yibao Sun, Hongkun Cao, Ruqi Huang

机构 * Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院） ； Pengcheng Laboratory（鹏城实验室） 纠错

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

GSRF: Complex-Valued 3D Gaussian Splatting for Efficient Radio-Frequency Data Synthesis

Kang Yang, Gaofeng Dong, Sijie Ji, Wan Du, Mani Srivastava

专题命中 Gaussian Splatting ：Gaussian Splatting(title,abstract)；NeRF(abstract)；3DGS(abstract)

Efficient representation of 3D spatial data for defense-related applications

Benjamin Kahl, Marcus Hebel, Michael Arens

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

3D Gaussian Point Encoders

Jim James, Ben Wilson, Simon Lucey, James Hays

机构 * Georgia Tech（佐治亚理工学院） ； University of Adelaide（阿德莱德大学） 纠错

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

Comments 10 pages, 3 figures, 3 tables

Channel Knowledge Map Construction: Recent Advances and Open Challenges

Zixiang Ren, Juncong Zhou, Jie Xu, Ling Qiu, Yong Zeng, Han Hu, Juyong Zhang, Rui Zhang

专题命中 Gaussian Splatting ：Gaussian Splatting(abstract)