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Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding

29 November 2024

Papers citing "Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding"

30 / 30 papers shown

Title
Segment then Splat: A Unified Approach for 3D Open-Vocabulary Segmentation based on Gaussian Splatting Yiren Lu Yunlai Zhou Yiran Qiao Chaoda Song Tuo Liang Jing Ma Yu Yin 3DGS 69 1 0 28 Mar 2025
Pointmap Association and Piecewise-Plane Constraint for Consistent and Compact 3D Gaussian Segmentation Field Wenhao Hu Wenhao Chai Shengyu Hao Xiaotong Cui Xuexiang Wen Lei Li Gaoang Wang 3DV 95 1 0 22 Feb 2025
CLIP-GS: CLIP-Informed Gaussian Splatting for View-Consistent 3D Indoor Semantic Understanding Guibiao Liao Jiankun Li Zhenyu Bao Xiaoqing Ye Qing Li Kanglin Liu 3DGS 84 15 0 22 Apr 2024
Contrastive Gaussian Clustering: Weakly Supervised 3D Scene Segmentation Myrna C. Silva Mahtab Dahaghin M. Toso Alessio Del Bue 3DGS 76 14 0 19 Apr 2024
SC4D: Sparse-Controlled Video-to-4D Generation and Motion Transfer Zijie Wu Chaohui Yu Yanqin Jiang Chenjie Cao Fan Wang Xiang Bai 3DGS 121 24 0 04 Apr 2024
STAG4D: Spatial-Temporal Anchored Generative 4D Gaussians Yifei Zeng Yanqin Jiang Siyu Zhu Yuanxun Lu Youtian Lin Hao Zhu Weiming Hu Xun Cao Yao Yao 3DGS 126 52 0 22 Mar 2024
Mini-Splatting: Representing Scenes with a Constrained Number of Gaussians Guangchi Fang Bing Wang 3DGS 111 81 0 21 Mar 2024
FeatUp: A Model-Agnostic Framework for Features at Any Resolution Stephanie Fu Mark Hamilton Laura E. Brandt Axel Feldmann Zhoutong Zhang William T. Freeman MDE 95 51 0 15 Mar 2024
GaussianObject: Just Taking Four Images to Get A High-Quality 3D Object with Gaussian Splatting Chen Yang Sikuang Li Jiemin Fang Ruofan Liang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 3DGS 72 23 0 15 Feb 2024
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation Jiaxiang Tang Zhaoxi Chen Xiaokang Chen Tengfei Wang Gang Zeng Ziwei Liu 3DGS 3DV 138 382 0 07 Feb 2024
2D-Guided 3D Gaussian Segmentation Kun Lan Haoran Li Haolin Shi Wenjun Wu Yong Liao Lin Wang Pengyuan Zhou 3DV 3DGS 57 13 0 26 Dec 2023
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields Shijie Zhou Haoran Chang Sicheng Jiang Zhiwen Fan Zehao Zhu Dejia Xu Pradyumna Chari Suya You Zhangyang Wang A. Kadambi 3DGS 137 183 0 06 Dec 2023
Gaussian Grouping: Segment and Edit Anything in 3D Scenes Mingqiao Ye Martin Danelljan Fisher Yu Lei Ke 3DGS DiffM 129 188 0 01 Dec 2023
Pointñ Move: Interactive Scene Object Manipulation on Gaussian Splatting Radiance Fields Jiajun Huang Hongchuan Yu 3DGS 84 20 0 28 Nov 2023
GaussianEditor: Editing 3D Gaussians Delicately with Text Instructions Jiemin Fang Junjie Wang Xiaopeng Zhang Lingxi Xie Qi Tian 3DGS DiffM 130 117 0 27 Nov 2023
GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models Taoran Yi Jiemin Fang Junjie Wang Guanjun Wu Lingxi Xie Xiaopeng Zhang Wenyu Liu Qi Tian Xinggang Wang 3DGS 146 143 0 12 Oct 2023
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation Jiaxiang Tang Jiawei Ren Hang Zhou Ziwei Liu Gang Zeng 3DGS 215 633 0 28 Sep 2023
Tracking Anything with Decoupled Video Segmentation Ho Kei Cheng Seoung Wug Oh Brian L. Price Alexander Schwing Joon-Young Lee VOS VLM 107 138 0 07 Sep 2023
3D Gaussian Splatting for Real-Time Radiance Field Rendering Bernhard Kerbl Georgios Kopanas Thomas Leimkuehler G. Drettakis 3DGS 293 3,846 0 08 Aug 2023
Weakly Supervised 3D Open-vocabulary Segmentation Kunhao Liu Fangneng Zhan Jiahui Zhang Muyu Xu Yingchen Yu Abdulmotaleb El Saddik Christian Theobalt Eric P. Xing Shijian Lu 125 70 0 23 May 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 479 7,478 0 05 Apr 2023
NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes Zhiwen Fan Peihao Wang Yi Ding Xinyu Gong Dejia Xu Zhangyang Wang 218 72 0 19 Sep 2022
Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations Vadim Tschernezki Iro Laina Diane Larlus Andrea Vedaldi 255 194 0 07 Sep 2022
MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining Xiaoyi Dong Jianmin Bao Yinglin Zheng Ting Zhang Dongdong Chen ... Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu CLIP VLM 115 167 0 25 Aug 2022
Point-Based Neural Rendering with Per-View Optimization Georgios Kopanas Julien Philip Thomas Leimkuhler G. Drettakis 95 211 0 06 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 982 6,153 0 29 Apr 2021
In-Place Scene Labelling and Understanding with Implicit Scene Representation Shuaifeng Zhi Tristan Laidlow Stefan Leutenegger Andrew J. Davison 160 422 0 29 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.1K 30,096 0 26 Feb 2021
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence S. Raschka Joshua Patterson Corey J. Nolet AI4CE 113 505 0 12 Feb 2020
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 730 4,102 0 14 Feb 2017