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- [2505. 14521] Sparc3D: Sparse Representation and Construction for High . . .
We introduce Sparc3D, a unified framework that combines a sparse deformable marching cubes representation Sparcubes with a novel encoder Sparconv-VAE
- Sparc3D: Sparse Representation and Construction - GitHub
We introduce Sparc3D, a unified framework that combines a sparse deformable marching cubes representation Sparcubes with a novel encoder Sparconv-VAE Sparcubes converts raw meshes into high-resolution (1024³) surfaces with arbitrary topology by scattering signed distance and deformation fields onto a sparse cube, allowing differentiable
- Sparc3D: A Game-Changer in High-Resolution 3D Modeling
Sparc3D, introduced by Zhihao Li and colleagues in a 2025 arXiv paper, is a transformative framework for high-resolution 3D shape synthesis, leveraging Sparcubes (sparse deformable marching cubes) and Sparconv-VAE (a modality-consistent variational autoencoder with sparse convolutional networks) This article provides a technical analysis for experts in generative AI and 3D modeling, focusing
- Paper page - Sparc3D: Sparse Representation and Construction for High . . .
Sparc3D combines sparse deformable marching cubes with a sparse convolutional VAE for high-fidelity 3D object synthesis and generation, improving detail preservation and efficiency
- Sparc3D - 南洋理工等机构推出的3D模型生成框架 | AI工具集
Sparc3D是南洋理工大学联合Sensory Universe和帝国理工学院推出的用在高分辨率3D模型生成框架，解决传统3D生成方法中细节丢失和效率低下的问题。框架结合稀疏可变形Marching Cubes表示（Sparcubes）和稀疏卷积变分自编码器（Sparconv-VAE）。
- SPAR3D
We study the problem of single-image 3D object reconstruction Recent works have diverged into two directions: regression-based modeling and generative modeling Regression methods efficiently infer visible surfaces, but struggle with occluded regions
- Sparc3D: Next-Gen High-Resolution 3D Model Generation
🔥 Sparc3DSparse Representation and Construction for High-Resolution 3D Shape ModelingSparc3D is a next-generation 3D generative framework that delivers: Un
- A New (Insane?) Hi-res 3D Shape From Algorithm (Demo Available)
In this video, we explore a new 3D reconstruction method — SPARC3D — and discuss what makes it stand out, along with its potential impact on asset creation and 3D workflows (No sponsorships: this video is just for your benefit)
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