View PDF ↗
PDF Viewer
Open Full PDF

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 (39)

[1]
Interp3D: Correspondence-aware Interpolation for Generative Textured 3D Morphing
2026Xiaolu Liu, Yicong Li et al.
[2]
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer
2025Z-Image Team, Huanqia Cai et al.
[3]
SAM 3D: 3Dfy Anything in Images
2025S. Team, Xingyu Chen et al.
[4]
AnchorDS: Anchoring Dynamic Sources for Semantically Consistent Text-to-3D Generation
2025Jiayin Zhu, Linlin Yang et al.
[5]
3D-LATTE: Latent Space 3D Editing from Textual Instructions
2025Maria Parelli, Michael Oechsle et al.
[6]
DeOcc-1-to-3: 3D De-Occlusion from a Single Image via Self-Supervised Multi-View Diffusion
2025Yansong Qu, Shaohui Dai et al.
[7]
Guidance in the Frequency Domain Enables High-Fidelity Sampling at Low CFG Scales
2025Seyedmorteza Sadat, Tobias Vontobel et al.
[8]
FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space
2025Black Forest Labs, Stephen Batifol et al.
[9]
Rethinking Score Distilling Sampling for 3D Editing and Generation
2025Xingyu Miao, Haoran Duan et al.
[10]
Hi3DGen: High-fidelity 3D Geometry Generation from Images via Normal Bridging
2025Chongjie Ye, Yushuang Wu et al.
[11]
Amodal3R: Amodal 3D Reconstruction from Occluded 2D Images
2025Tianhao Wu, Chuanxia Zheng et al.
[12]
Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation
2025Zibo Zhao, Zeqiang Lai et al.
[13]
FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models
2024Vladimir Kulikov, Matan Kleiner et al.
[14]
Structured 3D Latents for Scalable and Versatile 3D Generation
2024Jianfeng Xiang, Zelong Lv et al.
[15]
Open-World Amodal Appearance Completion
2024Jiayang Ao, Yanbei Jiang et al.
[16]
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion
2024Zhaoxi Chen, Jiaxiang Tang et al.
[17]
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention
2024Susung Hong
[18]
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer
2024Shuang Wu, Youtian Lin et al.
[19]
InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models
2024Jiale Xu, Weihao Cheng et al.
[20]
InstructHumans: Editing Animated 3D Human Textures with Instructions
2024Jiayin Zhu, Linlin Yang et al.

Showing 20 of 39 references

Founder's Pitch

"RelaxFlow enables text-driven completion of unseen 3D regions from partial image data, preserving visual fidelity."

3D GenerationScore: 7View 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: 3/5/2026

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.