Cover Image

Uncertainty Matters in Dynamic Gaussian Splatting for Monocular 4D Reconstruction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Fengzhi, Hsu, Chih-Chuan, Ding, Sihao, Zhang, Cheng
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Graphics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FreeOrbit4D: Training-Free Arbitrary Camera Redirection for Monocular Videos via Foreground-Complete 4D Reconstruction
by: Cao, Wei, et al.
Published: (2026)

GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-view Diffusion
by: Tang, Jiapeng, et al.
Published: (2024)

SSR-GS: Separating Specular Reflection in Gaussian Splatting for Glossy Surface Reconstruction
by: Fan, Ningjing, et al.
Published: (2026)

Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos
by: Liang, Hanxue, et al.
Published: (2024)

Image-Conditioned 3D Gaussian Splat Quantization
by: Liu, Xinshuang, et al.
Published: (2025)

MeshSplat: Generalizable Sparse-View Surface Reconstruction via Gaussian Splatting
by: Chang, Hanzhi, et al.
Published: (2025)

FlashSplat: 2D to 3D Gaussian Splatting Segmentation Solved Optimally
by: Shen, Qiuhong, et al.
Published: (2024)

GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction
by: Mu, Yuxuan, et al.
Published: (2024)

DGS-LRM: Real-Time Deformable 3D Gaussian Reconstruction From Monocular Videos
by: Lin, Chieh Hubert, et al.
Published: (2025)

A Survey on 3D Gaussian Splatting
by: Chen, Guikun, et al.
Published: (2024)

G-Style: Stylized Gaussian Splatting
by: Kovács, Áron Samuel, et al.
Published: (2024)

Laplace-Beltrami Operator for Gaussian Splatting
by: Zhou, Hongyu, et al.
Published: (2025)

FaceParts: Segmentation and Editing of Gaussian Splatting
by: Zapała, Tymoteusz, et al.
Published: (2026)

Ref-DGS: Reflective Dual Gaussian Splatting
by: Fan, Ningjing, et al.
Published: (2026)

SkeletonGaussian: Editable 4D Generation through Gaussian Skeletonization
by: Wu, Lifan, et al.
Published: (2026)

LayerGS: Decomposition and Inpainting of Layered 3D Human Avatars via 2D Gaussian Splatting
by: Xu, Yinghan, et al.
Published: (2026)

Few-shot Novel View Synthesis using Depth Aware 3D Gaussian Splatting
by: Kumar, Raja, et al.
Published: (2024)

Refining Gaussian Splatting: A Volumetric Densification Approach
by: Gafoor, Mohamed Abdul, et al.
Published: (2025)

Generative Object Insertion in Gaussian Splatting with a Multi-View Diffusion Model
by: Zhong, Hongliang, et al.
Published: (2024)

LighthouseGS: Indoor Structure-aware 3D Gaussian Splatting for Panorama-Style Mobile Captures
by: Han, Seungoh, et al.
Published: (2025)

Visionary: The World Model Carrier Built on WebGPU-Powered Gaussian Splatting Platform
by: Gong, Yuning, et al.
Published: (2025)

Using Gaussian Splats to Create High-Fidelity Facial Geometry and Texture
by: He, Haodi, et al.
Published: (2025)

SCube: Instant Large-Scale Scene Reconstruction using VoxSplats
by: Ren, Xuanchi, et al.
Published: (2024)

Enhancing Monocular 3D Scene Completion with Diffusion Model
by: Song, Changlin, et al.
Published: (2025)

TrackerSplat: Exploiting Point Tracking for Fast and Robust Dynamic 3D Gaussians Reconstruction
by: Yin, Daheng, et al.
Published: (2026)

ObjectGS: Object-aware Scene Reconstruction and Scene Understanding via Gaussian Splatting
by: Zhu, Ruijie, et al.
Published: (2025)

Laplacian Analysis Meets Dynamics Modelling: Gaussian Splatting for 4D Reconstruction
by: Zhou, Yifan, et al.
Published: (2025)

Neural Texture Splatting: Expressive 3D Gaussian Splatting for View Synthesis, Geometry, and Dynamic Reconstruction
by: Wang, Yiming, et al.
Published: (2025)

MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes
by: Zhang, Xinjie, et al.
Published: (2024)

Time of the Flight of the Gaussians: Optimizing Depth Indirectly in Dynamic Radiance Fields
by: Li, Runfeng, et al.
Published: (2025)

BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation
by: Hou, Xiaolu, et al.
Published: (2025)

DreamGaussian4D: Generative 4D Gaussian Splatting
by: Ren, Jiawei, et al.
Published: (2023)

4D Scaffold Gaussian Splatting with Dynamic-Aware Anchor Growing for Efficient and High-Fidelity Dynamic Scene Reconstruction
by: Cho, Woong Oh, et al.
Published: (2024)

Go-SLAM: Grounded Object Segmentation and Localization with Gaussian Splatting SLAM
by: Pham, Phu, et al.
Published: (2024)

Click-Gaussian: Interactive Segmentation to Any 3D Gaussians
by: Choi, Seokhun, et al.
Published: (2024)

4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
by: Wu, Guanjun, et al.
Published: (2023)

DARB-Splatting: Generalizing Splatting with Decaying Anisotropic Radial Basis Functions
by: Pramuditha, Hashiru, et al.
Published: (2025)

GarmentCrafter: Progressive Novel View Synthesis for Single-View 3D Garment Reconstruction and Editing
by: Wang, Yuanhao, et al.
Published: (2025)

Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion
by: Liu, Fangfu, et al.
Published: (2024)

Multi-Spectral Gaussian Splatting with Neural Color Representation
by: Meyer, Lukas, et al.
Published: (2025)