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UniForge3D: High-Fidelity 3D Meshes from Sparse Views

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UniForge3D jointly models reconstruction and generation in a shared anchor-guided space, resolving the coordinate mismatch between camera-relative reconstruction and canonical-space generation. Observed geometry is preserved while unseen regions are completed, yielding detailed 3D meshes from sparse, unposed images. Code released.

3D GenerationSparse-View ReconstructionMesh Generation3D reconstructionUniForge3D
Category: 3d-generation
Author: @YuanLiu41955461
Date: 2026-10-15T00:00:00
Duration: 79.0s
Source: https://x.com/YuanLiu41955461/status/2110648123521638844
Reference: https://arxiv.org/abs/2610.15357

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