Cover Image

Light4GS: Lightweight Compact 4D Gaussian Splatting Generation via Context Model

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Mufan, Yang, Qi, Huang, He, Huang, Wenjie, Yuan, Zhenlong, Li, Zhu, Xu, Yiling
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ADC-GS: Anchor-Driven Deformable and Compressed Gaussian Splatting for Dynamic Scene Reconstruction
by: Huang, He, et al.
Published: (2025)

A Hierarchical Compression Technique for 3D Gaussian Splatting Compression
by: Huang, He, et al.
Published: (2024)

Progressively Deformable 2D Gaussian Splatting for Video Representation at Arbitrary Resolutions
by: Liu, Mufan, et al.
Published: (2025)

Rasterizing Wireless Radiance Field via Deformable 2D Gaussian Splatting
by: Liu, Mufan, et al.
Published: (2025)

ContextGS: Compact 3D Gaussian Splatting with Anchor Level Context Model
by: Wang, Yufei, et al.
Published: (2024)

Lightweight 3D Gaussian Splatting Compression via Video Codec
by: Yang, Qi, et al.
Published: (2025)

A Benchmark for Gaussian Splatting Compression and Quality Assessment Study
by: Yang, Qi, et al.
Published: (2024)

Smol-GS: Compact Representations for Abstract 3D Gaussian Splatting
by: Wang, Haishan, et al.
Published: (2025)

EntropyGS: An Efficient Entropy Coding on 3D Gaussian Splatting
by: Huang, Yuning, et al.
Published: (2025)

GS4City: Hierarchical Semantic Gaussian Splatting via City-Model Priors
by: Zhang, Qilin, et al.
Published: (2026)

RAP: Fast Feedforward Rendering-Free Attribute-Guided Primitive Importance Score Prediction for Efficient 3D Gaussian Splatting Processing
by: Yang, Kaifa, et al.
Published: (2026)

NeuralGS: Bridging Neural Fields and 3D Gaussian Splatting for Compact 3D Representations
by: Tang, Zhenyu, et al.
Published: (2025)

HybridINR-PCGC: Hybrid Lossless Point Cloud Geometry Compression Bridging Pretrained Model and Implicit Neural Representation
by: Huang, Wenjie, et al.
Published: (2026)

3DGS-IEval-15K: A Large-scale Image Quality Evaluation Database for 3D Gaussian-Splatting
by: Xing, Yuke, et al.
Published: (2025)

HaloGS: Loose Coupling of Compact Geometry and Gaussian Splats for 3D Scenes
by: Jiang, Changjian, et al.
Published: (2025)

4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models
by: Li, Wanhua, et al.
Published: (2025)

G4Splat: Geometry-Guided Gaussian Splatting with Generative Prior
by: Ni, Junfeng, et al.
Published: (2025)

GS^2: Graph-based Spatial Distribution Optimization for Compact 3D Gaussian Splatting
by: Yang, Xianben, et al.
Published: (2026)

MotionGS : Compact Gaussian Splatting SLAM by Motion Filter
by: Guo, Xinli, et al.
Published: (2024)

RetimeGS: Continuous-Time Reconstruction of 4D Gaussian Splatting
by: Wang, Xuezhen, et al.
Published: (2026)

REArtGS: Reconstructing and Generating Articulated Objects via 3D Gaussian Splatting with Geometric and Motion Constraints
by: Wu, Di, et al.
Published: (2025)

StylizedGS: Controllable Stylization for 3D Gaussian Splatting
by: Zhang, Dingxi, et al.
Published: (2024)

Fisheye-GS: Lightweight and Extensible Gaussian Splatting Module for Fisheye Cameras
by: Liao, Zimu, et al.
Published: (2024)

I2V-GS: Infrastructure-to-Vehicle View Transformation with Gaussian Splatting for Autonomous Driving Data Generation
by: Chen, Jialei, et al.
Published: (2025)

GT2-GS: Geometry-aware Texture Transfer for Gaussian Splatting
by: Liu, Wenjie, et al.
Published: (2025)

ShadowGS: Shadow-Aware 3D Gaussian Splatting for Satellite Imagery
by: Luo, Feng, et al.
Published: (2026)

ABC-GS: Alignment-Based Controllable Style Transfer for 3D Gaussian Splatting
by: Liu, Wenjie, et al.
Published: (2025)

CTRL-GS: Cascaded Temporal Residue Learning for 4D Gaussian Splatting
by: Hou, Karly, et al.
Published: (2025)

SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes
by: Huang, Yi-Hua, et al.
Published: (2023)

GS-IR: 3D Gaussian Splatting for Inverse Rendering
by: Liang, Zhihao, et al.
Published: (2023)

GS-Checker: Tampering Localization for 3D Gaussian Splatting
by: Han, Haoliang, et al.
Published: (2025)

Mango-GS: Enhancing Spatio-Temporal Consistency in Dynamic Scenes Reconstruction using Multi-Frame Node-Guided 4D Gaussian Splatting
by: Huang, Tingxuan, et al.
Published: (2026)

RiGS: Rigid-aware 4D Gaussian Splatting from a Single Monocular Video
by: Wu, Chenyu, et al.
Published: (2026)

LINR-PCGC: Lossless Implicit Neural Representations for Point Cloud Geometry Compression
by: Huang, Wenjie, et al.
Published: (2025)

GS-Cache: A GS-Cache Inference Framework for Large-scale Gaussian Splatting Models
by: Tao, Miao, et al.
Published: (2025)

DET-GS: Depth- and Edge-Aware Regularization for High-Fidelity 3D Gaussian Splatting
by: Huang, Zexu, et al.
Published: (2025)

StructGS: Adaptive Spherical Harmonics and Rendering Enhancements for Superior 3D Gaussian Splatting
by: Huang, Zexu, et al.
Published: (2025)

GS-LRM: Large Reconstruction Model for 3D Gaussian Splatting
by: Zhang, Kai, et al.
Published: (2024)

SUCCESS-GS: Survey of Compactness and Compression for Efficient Static and Dynamic Gaussian Splatting
by: Youn, Seokhyun, et al.
Published: (2025)

GS4Buildings: Prior-Guided Gaussian Splatting for 3D Building Reconstruction
by: Zhang, Qilin, et al.
Published: (2025)