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- 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
- Sparc3D: Sparse Representation and Construction for High-Resolution 3D . . .
We introduce Sparc3D, a unified framework that combines a sparse deformable marching cubes representation Sparcubes with a novel encoder Sparconv-VAE
- 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）。
- SparC: Sparse Representation and Construction for High-Resolution 3D . . .
Leveraging our sparse deformable marching cubes (SparseCubes) representation and sparse convolutional VAE (SparConv-VAE), our method achieves state-of-the-art reconstruction quality on challenging 3D inputs
- 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
- Create 3D Models with Sparc3D AI Technology
Sparc3D is a revolutionary framework for high-resolution 3D shape modeling that combines sparse deformable marching cubes (Sparcubes) with Sparconv-VAE technology Sparc3D converts meshes into high-resolution surfaces with arbitrary topology, enabling efficient and near-lossless 3D reconstruction
- Releases · lizhihao6 Sparc3D - GitHub
Official repo for paper "Sparse Representation and Construction for High-Resolution 3D Shapes Modeling" - lizhihao6 Sparc3D
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