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Li-Gang Liu

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Preprint Sep 2026

AnyGS2Mesh: Feed-Forward Mesh Reconstruction from 3D Gaussian Splatting with Arbitrary-Resolution Views

Existing 3D mesh reconstruction methods from Gaussian scene representations predominantly rely on iterative optimization, resulting in slow inference and limited scalability to high-resolution inputs. In this paper, we present AnyGS2Mesh, the first feed-forward framework for directly reconstructing 3D meshes from 3D Ga...

Yuxuan Song, Fan Gao, Yi-Bo Zhao et al. · 0 citations
Preprint Sep 2026

LightBridge: Feed-Forward Generative Relighting for 3D Gaussian Splatting

LightBridge is presented, a feed-forward generative framework for controllable relighting of complete 3DGS assets in a single pass and efficient single-pass prediction of complete relit 3DGS assets without scene-specific optimization.

Heng Cao, Pan-Hao Cheng, Huang-Sheng Du et al. · 0 citations

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