Author

Youcheng Cai

3 papers indexed here

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Preprint Aug 2026

StreamSplat: Streaming Feed-Forward 3D Gaussian Splatting

Feed-forward 3D Gaussian Splatting enables efficient novel-view synthesis without per-scene optimization, but most existing methods assume a fixed set of context views and process them jointly. This limits their applicability to online scenarios where calibrated views arrive sequentially and the scene must be updated c...

Changhao Song, Yuxuan Wang, Qi-Biao Li et al. · 0 citations

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