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Author

Wen-Yue Chen

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Preprint Oct 2026

UniForge3D: Joint 3D Reconstruction and Generation in a Shared Anchor-Guided Space

Uniforge3D is presented, which jointly models reconstruction and generation in a shared anchor-guided space, resolving their coordinate mismatch and achieves state-of-the-art appearance and geometry results on Toys4K and GSO, generating complete 3D assets with improved fidelity.

Wen-Jue Chen, Wen-Yue Chen, He-Liang Zheng et al. · 0 citations
Preprint Oct 2026

PURE: Refining Feed-forward 3D Reconstruction with Unlabeled Post-training

Feed-forward 3D reconstruction models have achieved remarkable progress through large-scale training and strong learned priors. However, they remain fragile when applied to dynamic in-the-wild videos, where non-rigid motion, occlusions, and illumination changes are prevalent. A key limitation lies in their reliance on...

Yao-Long Zhu, Peng Li, Jia-Hao Lu et al. · 0 citations

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