Variation-aware Flexible 3D Gaussian Editing

PDF Viewer

BUILDER'S SANDBOX

Build This Paper

Use an AI coding agent to implement this research.

OpenAI Codex
OpenAI CodexAI Agent

Lightweight coding agent in your terminal.

Claude Code
Claude CodeAI Agent

Agentic coding tool for terminal workflows.

AntiGravity IDE
AntiGravity IDEScaffolding

AI agent mindset installer and workflow scaffolder.

Cursor
CursorIDE

AI-first code editor built on VS Code.

VS Code
VS CodeIDE

Free, open-source editor by Microsoft.

Estimated $9K - $13K over 6-10 weeks.

See exactly what it costs to build this -- with 3 comparable funded startups.

7-day free trial. Cancel anytime.

Discover the researchers behind this paper and find similar experts.

7-day free trial. Cancel anytime.

References (76)

[1]
3D-LATTE: Latent Space 3D Editing from Textual Instructions
2025Maria Parelli, Michael Oechsle et al.
[2]
VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space
2025Lin Li, Zehuan Huang et al.
[3]
Step1X-3D: Towards High-Fidelity and Controllable Generation of Textured 3D Assets
2025Weiyu Li, Xuanyang Zhang et al.
[4]
A Large-Scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining
2025Qi Ma, Yue Li et al.
[5]
Minimax Optimality of the Probability Flow ODE for Diffusion Models
2025Changxiao Cai, Gen Li
[6]
Generative AI in Fashion: Overview
2025Wenda Shi, W. Wong et al.
[7]
Drag Your Gaussian: Effective Drag-Based Editing with Score Distillation for 3D Gaussian Splatting
2025Yansong Qu, Dian Chen et al.
[8]
3DGS2: Near Second-order Converging 3D Gaussian Splatting
2025Lei Lan, Tianjia Shao et al.
[9]
Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation
2025Zibo Zhao, Zeqiang Lai et al.
[10]
EVSplitting: An Efficient and Visually Consistent Splitting Algorithm for 3D Gaussian Splatting
2024Qi-Yuan Feng, Geng-Chen Cao et al.
[11]
Structured 3D Latents for Scalable and Versatile 3D Generation
2024Jianfeng Xiang, Zelong Lv et al.
[12]
3DSceneEditor: Controllable 3D Scene Editing with Gaussian Splatting
2024Ziyang Yan, Lei Li et al.
[13]
LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models
2024Zhengyi Wang, Jonathan Lorraine et al.
[14]
ProEdit: Simple Progression is All You Need for High-Quality 3D Scene Editing
2024Jun-Kun Chen, Yu-Xiong Wang
[15]
Advances in text-guided 3D editing: a survey
2024Lihua Lu, Ruyang Li et al.
[16]
SimInversion: A Simple Framework for Inversion-Based Text-to-Image Editing
2024Qi Qian, Haiyang Xu et al.
[17]
VividDreamer: Invariant Score Distillation For Hyper-Realistic Text-to-3D Generation
2024Wenjie Zhuo, Fan Ma et al.
[18]
Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts
2024Shuangkang Fang, Yufeng Wang et al.
[19]
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
2024Haozhe Zhao, Xiaojian Ma et al.
[20]
Distilling Diffusion Models into Conditional GANs
2024Minguk Kang, Richard Zhang et al.

Showing 20 of 76 references

Founder's Pitch

"VF-Editor allows for efficient and flexible direct editing of 3D Gaussians by leveraging 2D editing knowledge."

3D EditingScore: 5View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

1/4 signals

2.5

Quick Build

4/4 signals

10

Series A Potential

1/4 signals

2.5

Sources used for this analysis

arXiv Paper

Full-text PDF analysis of the research paper

GitHub Repository

Code availability, stars, and contributor activity

Citation Network

Semantic Scholar citations and co-citation patterns

Community Predictions

Crowd-sourced unicorn probability assessments

Analysis model: GPT-4o · Last scored: 2/12/2026

Explore the full citation network and related research.

7-day free trial. Cancel anytime.

Understand the commercial significance and market impact.

7-day free trial. Cancel anytime.

Get detailed profiles of the research team.

7-day free trial. Cancel anytime.

Related Papers

Loading…